Growth Changes in NE Shelf Species

Changes in Size and Weight at Age Across Cohorts

Author

Affiliation

Adam A. Kemberling

Gulf of Maine Research Institute

Decadal Variability in Growth Model Exploration

It would be good to have a better sense of numbers of observations behind some of these measurements. I know you pulled this together at some point, but it would be really helpful to see a table of counts of aged fish by age and year (e.g., year in rows, age in cols, counts in cells) for each species. Could you pull this together? I’m thinking we may need to truncate some of the older ages with very few observations.

acadian redfish

Acadian Redfish - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - acadian redfish
1970
1971
1972
1973
1974
1975		1	11	149	6	6	1			15	311
1976				9	169	5			1	1	279
1977			1		16	239	4				344
1978			6	4	5	20	255	1	1	2	349
1979	6			8	3	3	16	236	1		270
1980	1	26	4	2	7	3	1	5	159		166
1981		6	21	11	1			1	5	37	84
1982		3	2	27	3				6	4	89
1983	1	8	9	8	60	3	1	2	2	5	75
1984	2	19	16	8	1	59				1	140
1985		6	22	31	4	2	60	1			103
1986				19	57	9	2	78	4		147
1987		1	3	4	35	36	2	2	49		93
1988	15	29	10	20	7	47	26	1	1	38	69
1989	2	13	58	40	14	10	59	26	2	2	114
1990	6	10	16	45	90	34	9	43	28	8	147
1991	9	8	17	35	84	39	15	10	21	10	66
1992	4	12	13	43	47	45	46	14	12	12	81
1993	20	25	35	54	53	64	45	41	10	10	95
1994	25	46	66	68	38	37	33	38	22	11	68
1995	15	29	61	162	41	32	17	16	20	6	34
1996	5	8	21	133	128	32	45	41	8	12	62
1997	8	5	29	38	113	91	31	20	21	9	83
1998	14	6	22	35	73	127	85	28	28	19	102
1999	60	36	24	30	70	69	86	69	39	32	125
2000	20	16	26	28	26	44	57	97	58	9	91
2001	43	14	33	51	27	30	37	38	115	83	107
2002	8	19	40	54	53	29	31	40	47	82	132
2003	16	16	39	75	57	38	22	32	44	38	200
2004	43	15	25	70	128	70	35	33	41	67	317
2005	37	33	40	113	51	108	33	39	39	36	225
2006	6	47	63	52	149	39	109	30	32	23	292
2007	37	21	48	58	25	113	27	85	26	24	265
2008	50	14	63	125	40	38	108	27	84	45	311
2009	58	105	13	88	109	37	23	91	32	54	216
Warm Regime - acadian redfish
2010	28	51	119	22	55	103	35	29	51	26	256
2011	17	30	47	122	19	43	51	27	19	40	199
2012	10	11	52	131	156	25	44	43	28	29	289
2013	1	5	19	40	97	135	27	30	41	33	240
2014	49	9	20	34	51	125	139	20	30	53	293
2015	6	103	13	31	56	66	147	130	19	37	284
2016	5	7	132	15	16	54	81	124	103	23	337
2017	1	7	6	68	5	7	9	10	36	33	113
2018	11	4	19	19	156	12	17	28	41	64	357
2019	13	35	8	46	24	188	11	13	25	58	519

american plaice

American Plaice - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - american plaice
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980	5	41	118	139	119	75	61	21	22	12	14
1981	14	107	116	154	125	88	54	31	19	18	24
1982	10	58	86	77	56	44	35	25	15	7	8
1983	23	55	102	188	122	85	54	24	10	9	23
1984	1	45	69	84	102	45	16	11	1	2	7
1985	13	38	138	93	83	65	30	31	10	5	9
1986	19	46	62	126	69	41	27	19	4	2	4
1987	37	77	80	65	66	32	20	7	6	2	4
1988	62	107	137	80	49	26	10	2	7	2	3
1989	15	124	160	111	40	28	11	4	10	2	2
1990	21	51	239	157	76	34	12	8	6	4	2
1991	20	81	117	201	125	39	8	4	2	1	3
1992	35	90	179	169	166	63	17	8	5	4	2
1993	89	163	210	178	115	101	26	12	6	5	3
1994	72	208	198	178	142	53	29	14	2	2	4
1995	22	212	317	245	128	50	21	5	4	3	5
1996	40	76	185	301	134	62	18	7	4		2
1997	38	117	171	224	190	51	12	2	1	1	2
1998	85	62	181	205	223	163	33	11	2	2	3
1999	122	161	173	236	189	117	55	17	2	1
2000	27	171	205	181	161	95	69	27	10	5	2
2001	21	60	239	241	152	79	50	28	17	8	2
2002	58	63	116	297	202	71	55	39	27	13	3
2003	25	156	85	152	194	104	45	18	15	10	12
2004	58	74	122	138	104	98	38	15	21		4
2005	70	154	112	133	102	65	28	21	4	6	1
2006	142	236	248	253	150	66	59	25	6	5	4
2007	60	271	276	220	139	57	24	9	2	3	1
2008	69	93	266	281	172	101	46	12	11	5	5
2009	66	157	172	345	340	178	79	32	11	7	5
Warm Regime - american plaice
2010	45	168	191	189	283	205	88	34	22	10	5
2011	131	102	153	181	159	168	147	84	36	15	11
2012	148	221	204	195	186	125	127	95	48	12	17
2013	127	184	213	124	72	136	50	57	45	23	11
2014	258	259	289	233	120	73	125	48	50	37	33
2015	64	632	404	294	197	82	54	81	23	22	39
2016	147	130	707	332	166	114	32	44	57	30	38
2017	20	139	85	442	176	83	50	18	13	28	27
2018	100	40	153	66	246	93	50	34	18	11	40
2019	114	235	76	226	100	227	66	43	17	7	40

atlantic cod

Atlantic Cod - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - atlantic cod
1970	64	54	50	86	37	52	45	8	8	8	14
1971	37	85	44	50	65	25	30	31	16	4	7
1972	249	129	168	32	20	30	11	26	18	5	8
1973	53	535	125	153	40	20	24	14	20	15	26
1974	58	119	293	36	64	18	4	12	4	6	10
1975	48	130	67	196	18	37	3	5	8	2	5
1976	95	99	100	32	103	13	25	3	1	1	5
1977	8	217	79	130	24	89	2	9	1	3	7
1978	129	29	369	115	127	28	61	6	18	2	5
1979	140	281	48	319	89	112	20	37	3	8	5
1980	76	105	142	23	60	28	23	6	10	1	8
1981	162	105	152	128	16	47	11	11	3	8	1
1982	65	216	72	68	68	2	19	5	4	1	1
1983	51	135	162	47	35	24	4	5	2	5	8
1984	79	72	91	94	22	15	11		7		3
1985	34	174	82	81	89	18	10	10	1	4	2
1986	116	63	149	40	36	39	6	4	8		2
1987	52	233	66	73	13	7	13	1	2		3
1988	104	131	236	42	39	9	5	6	1
1989	84	173	132	159	26	21	1	2	2	1	1
1990	27	122	255	93	72	8	11	1	1	1
1991	108	68	87	154	44	19	7	3
1992	65	211	70	38	93	25	15	2	2
1993	57	107	165	30	13	38	9	4	3	2	1
1994	52	154	130	62	20	7	15	5	3	1
1995	26	99	201	70	45	8	5	2	1
1996	34	55	105	181	39	21	2	1
1997	70	87	57	60	93	17	16	2
1998	42	154	110	87	43	53	9	3
1999	82	104	171	94	50	18	22	2	1		1
2000	82	163	98	134	41	15	3	5
2001	13	73	169	68	68	20	13	4	2	1
2002	72	56	121	261	60	51	10	5	1	1
2003	31	114	50	126	145	38	32	6	9	1	2
2004	137	30	132	64	61	53	12	11	4	2
2005	25	164	37	139	25	30	27	5	2
2006	111	72	205	43	93	18	27	16	1	1	2
2007	44	130	76	232	30	47	5	3
2008	72	150	140	57	112	8	11		1	2
2009	169	211	165	112	60	61	4	7	2	1
Warm Regime - atlantic cod
2010	110	167	145	124	52	23	22	2	3	1	3
2011	122	167	104	115	58	31	6	9
2012	78	220	190	118	58	21	12	1	1
2013	35	210	223	99	31	11	4
2014	100	67	122	154	28	10	4		2
2015	82	308	93	160	88	12	3
2016	36	116	426	87	93	21	3	1
2017	40	53	111	299	75	60	12
2018	87	53	52	61	75	3	4		1
2019	61	95	47	46	43	28	1	3

atlantic herring

Atlantic Herring - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - atlantic herring
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987	2	33	64	89	11	9
1988	9	38	19	24	56	15	1
1989	7	71	43	34	33	24	7	3
1990		79	66	62	28	4	1
1991		44	48	78	21	6	1	1
1992		67	102	71	53	13	3	1
1993	3	36	133	129	146	44	8	1
1994	5	126	114	212	225	168	60	13	4	1
1995	53	111	189	88	217	137	68	15	1
1996	9	311	199	131	65	131	93	45	5	1	1
1997	3	37	227	92	78	81	67	20	7
1998	1	189	239	311	104	93	92	42	19	5	1
1999	9	49	240	114	260	109	77	40	11	1
2000	1	186	128	120	127	144	67	27	5	1
2001	4	56	343	53	66	106	129	33	6	4
2002	103	45	64	205	63	91	88	53	14	2
2003	31	276	160	68	168	77	76	53	15	2	1
2004	2	333	328	76	39	81	62	37	26	9	4
2005	6	126	239	139	68	43	60	48	35	15	6
2006	15	48	145	153	129	54	37	32	17	9	2
2007	4	288	161	135	134	116	32	30	8	1
2008	6	24	217	187	84	85	94	42	24	6	1
2009	78	301	266	362	128	88	113	70	26	7	3
Warm Regime - atlantic herring
2010	40	662	516	178	280	50	64	49	21
2011	24	101	626	349	126	133	31	34	10
2012	115	121	127	462	143	76	49	10	4
2013	13	384	203	155	268	63	37	6	1
2014	13	99	484	95	104	239	48	13	3
2015	10	154	150	316	78	98	138	30	6
2016	4	62	208	137	316	69	75	61	10
2017	15	66	148	165	139	246	61	49	13	2
2018	2	28	36	55	66	73	102	23	10	3
2019	33	31	164	56	97	107	92	54	15	6

atlantic mackerel

Atlantic Mackerel - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - atlantic mackerel
1970
1971
1972
1973	45	45	15	14	3	13	9	3		1	7
1974	30	10	12		1
1975	26	13	5	3	2	2	1
1976	13	25	7	4	1	1
1977	3	13	26	15	6	2	1	3	2	2	3
1978	8	18	11	11		2	2	1	1		1
1979	17	4	3	3	13	3	1	2	2	3	4
1980	6	27	2	1	5	10	2		2	1	2
1981	6	6	15	2		2	8	3	2		2
1982	13	8		5		1	1	1	2		4
1983	27	18
1984	1	12
1985	13		9	1			1				1
1986	9	20	3	23	4
1987	26	51	21	7	54	4	2		3
1988	12	20	19	10	2	51	10		1		5
1989	12	27	2	1			4	1
1990	24	36	19		1			2
1991	9	3	10	1		2			5
1992	57	40	11	14	10	1	1			7
1993	27	33	11	6	18	2	1	2	3	1	8
1994	125	42	47	23	8	27	10	4	1	5	14
1995	91	111	22	44	26	5	27	5			3
1996	131	98	47	4	32	26	8	11	10		1
1997	114	60	23	17	1	1	5	1	5	2	1
1998	183	123	36	15	4	2	9	3	1	2
1999	96	112	73	25	16	3		8	4
2000	178	70	36	28	7	4	2		2	1
2001	140	161	20	4	11	3			1
2002	65	77	101	6	4	2	1
2003	135	117	46	59	10	2	2
2004	149	83	8	3	8	1
2005	39	94	40	11	2	20	3
2006	82	91	83	18	3	2	4
2007	87	175	48	43	9		1	3
2008	99	45	37	5	4				2
2009	229	179	33	24	1	2
Warm Regime - atlantic mackerel
2010	160	237	74	9	13		3
2011	309	76	93	20	3	1
2012	221	128	19	27	4	1
2013	148	184	126	5	8	1
2014	100	71	73	14
2015	273	208	46	36	8
2016	188	198	65	5	3	2
2017	26	219	127	28	3	3
2018	88	5	141	33	3		1
2019	119	218	8	117	10	5

black sea bass

Black Sea Bass - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - black sea bass
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983	1	4
1984	8	8	8	7	2	2
1985	19	12	12	14	3	1
1986	16	55	24	1				1
1987	9	60	34	9	4	3
1988	7	31	38	14	1	3		1
1989	7	41	12	3		1		1
1990	17	32	24	4	2		1
1991	27	24	3	3	1
1992	15	69	52	9	2					1
1993	5	26	32	5
1994	11	9	28	14	6	2			1
1995	30	25	14	3					1
1996	12	30	24	9	4	3
1997
1998	4	35	15	10		1		1
1999	28	18	28	13	2	1
2000		10	9	12	2
2001	19	67	27	7	1
2002	46	36	56	40	4	1	2		1
2003	7	57	43	37	19	2	1
2004	20	46	40	22	29	7		1
2005	16	22	10	33	5	16
2006	20	22	12	14	12	5	1
2007	28	34	11	10	1	3	2
2008	19	14	13	2	1		1
2009	113	104	45	20	4	4	1
Warm Regime - black sea bass
2010	68	95	86	47	28	9	2	7	1
2011	62	45	44	39	15	7	1			1
2012	157	60	34	22	16	6	2		1		1
2013	44	200	59	48	25	10	1	3
2014	31	59	107	18	13	8	7	4	1
2015	41	62	42	66	14	10	5	1	1
2016	58	64	48	34	102	6	5	5	1
2017	29	123	51	16	15	42	2	4		2
2018	24	75	83	31	15	8	25		2
2019	73	34	73	68	10		4	7

butterfish

Butterfish - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6
Early Regime - butterfish
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982	129	64	26	7	2
1983	137	76	18	2	3
1984	92	76	29	1
1985	163	44	20	6
1986	105	93	15	2
1987	125	66	16	2
1988	67	60	7	1
1989	61	41	18	1
1990	95	50	12	2
1991	188	57	17	1
1992	243	109	15	1
1993	249	79	27
1994	229	132	29	4
1995	383	190	20
1996	153	120	35	2
1997	374	71	15
1998	206	90	19
1999	161	78	12
2000	299	75	18	3
2001	243	167	18
2002	207	117	56	5
2003	176	45	28	8	1
2004	196	34	8	4
2005	95	75	29	11	2
2006	276	66	24	9
2007	357	85	31	4
2008	238	77	18	3
2009	401	126	43	9	1
Warm Regime - butterfish
2010	534	146	52	3	2
2011	366	149	46	20	3
2012	601	184	70	24	1
2013	325	160	75	16	1	3
2014	418	107	52	8	3
2015	390	220	47	9		1
2016	449	186	78	1
2017	226	138	68	13	1
2018	362	173	92	8	2
2019	350	146	71	9	1

haddock

Haddock - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - haddock
1970	40	19	3	16	14	27	146	52	13	8	7
1971		74	22	1	14	3	12	126	25	3	6
1972	150	2	51	15	3	8	8	2	74	14	13
1973	132	160	1	38	7		10	3	7	95	18
1974	78	143	77		9	1	1	4	2	1	32
1975	36	148	142	95		10	2	3		1	15
1976	184	30	79	62	62		8	1	2		16
1977	63	280	34	87	51	44	2	1			11
1978	11	66	389	20	39	56	8		1	1	5
1979	257	29	88	326	36	30	23	5	3		1
1980	57	126	11	40	89	20	10	10	2	1	2
1981	66	97	224	55	65	81	7	9	3
1982	6	74	71	134	20	13	42	1	1	4
1983	47	26	90	41	99	10	7	47	1	2	2
1984	60	70	37	61	27	48	3	8	14		3
1985	7	141	115	18	41	29	46	6	1	8
1986	62	9	137	46	20	25	11	16	5	2
1987	1	70	12	70	14	12	5	5	3
1988	104	9	83	11	43	13	6	5
1989	12	147	26	53	12	24	5	3		1
1990	36	7	155	12	33	5	8	1
1991	35	40	26	71	8	9	3	4	1
1992	100	32	21	13	50	4	7	3	4
1993	112	127	41	14	16	45	5	1	2
1994	89	124	76	20	9	8	20	4	3		2
1995	112	167	156	63	15	12	7	13	4	1	3
1996	66	93	205	96	53	8	7	3	12	3	2
1997	211	68	82	151	69	31	4	10	5	1	2
1998	145	136	65	101	69	28	7	2		1	3
1999	298	136	159	59	75	57	27	21	7	2	1
2000	140	276	191	117	62	48	38	15	6	2	1
2001	251	149	339	86	70	35	24	16	7	2	1
2002	89	338	180	330	72	37	31	22	14	8	2
2003	28	74	234	99	345	41	33	9	11	7	8
2004	458	42	78	367	70	216	26	31	7	8	14
2005	49	663	22	61	301	69	150	17	9	1	3
2006	181	47	678	17	46	155	48	110	12	5	2
2007	124	213	33	670	9	19	67	15	42	4	2
2008	91	106	129	9	449	5	14	30	10	26	2
2009	117	103	95	119	20	595	9	15	29	6	26
Warm Regime - haddock
2010	191	102	108	69	116	25	723		6	28	26
2011	718	121	62	36	51	72	21	422	3	4	22
2012	286	680	76	28	28	34	47	11	181	3	10
2013	415	191	697	39	16	23	27	23	4	105	2
2014	1340	374	216	762	23	15	11	15	12	2	26
2015	170	1450	311	186	808	27	5	3	10	6	13
2016	433	138	1703	198	127	578	12	2	5	7	4
2017	350	260	85	1451	100	57	290	12			3
2018	146	275	105	47	1065	49	25	103	4	1	1
2019	169	106	213	86	60	1212	36	14	39

pollock

Pollock - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - pollock
1970	22	12	15	22	12	10	7	8	5	4	21
1971	18	34	29	12	11	17	3	13	5	7	30
1972	69	58	25	7	7	9	11	16	4	5	32
1973	3	104	19	22	19	14	7	15	1	22	18
1974		12	58	23	9	17	12	1		2	16
1975	12	19	20	26	9	10	9	5	3	5	30
1976	5	17	17	35	45	20	18	17	8	3	39
1977	15	29	19	16	26	37	17	15	4	3	15
1978	3	31	18	12	19	15	32	19	18	7	28
1979	22	7	36	28	26	25	16	30	18	11	28
1980	22	9	10	18	21	18	14	9	8	5	14
1981	1	31	16	7	9	11	4	5	3	8	18
1982	6	28	32	19	2	14	7	5	5	1	6
1983	29	4	7	8	4	3	5	10	3	3	21
1984	15	26	10	7	12	6	2	3	4	1	7
1985	29	5	32	22	33	33	10		4	7	14
1986	15	38	19	19	12	11	15	4	3	2	16
1987	11	28	10	3	3	3	10	9	5		7
1988	33	9	24	15	5	6	3	4	3	3	15
1989	28	22	18	22	12	13	8	8	2	5	8
1990	5	10	42	13	7	7	5	5	6	4	8
1991	21	22	30	50	32	19	11	2	2		6
1992	34	48	29	26	20	11	7	5		2	8
1993	35	45	33	17	10	19	5	3	1	1	2
1994	3	20	35	26	19	14	7	5	1	1	2
1995	8	26	52	40	31	18	10	6	2	1
1996	25	22	8	23	24	10	6	2
1997	40	50	36	63	69	16	13	1	3	1
1998	66	40	52	22	12	22	18	7	4
1999	43	90	44	44	21	21	10	2
2000	76	65	31	12	13	9	4	2	1
2001	28	59	51	43	40	25	16	6		2	1
2002	29	27	45	53	38	28	12	2
2003	14	69	19	46	22	13	4	2			2
2004	18	41	55	23	39	17	10	1		2
2005	3	52	15	31	36	78	25	11	4	2
2006	24	16	15	7	13	35	59	5	1	1
2007	29	17	23	13	31	48	42	5	2
2008	48	21	10	10	16	19	51	22	27	11	8
2009	22	36	12	3	10	5	4	21	8	2	3
Warm Regime - pollock
2010	21	16	25	19	16	11	13	18	9	3	6
2011	57	28	25	34	32	33	13	13	10	5	6
2012	63	44	18	8	22	13	15	6	7	6	9
2013	11	56	40	12	4	10	6	10	4	3	5
2014	55	50	90	28	18	5	10	3	1		2
2015	12	95	46	49	28	23	8	19	6	3	3
2016	1	29	140	83	65	23	11	6	4	3
2017	3	19	30	45	25	36	9	6	2	1
2018	2	16	13	17	25	10	18	9	2
2019	2	5	13	9	17	43	15	17	2

red hake

Red Hake - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - red hake
1970	109	115	111	68	39	15	4	12	5	4	4
1971	73	271	178	134	97	43	24	15	3	5	3
1972	183	243	249	190	125	48	19	16	3	3	4
1973	66	235	181	139	69	38	24	7	6	2
1974	101	143	205	130	70	24	10	6
1975	172	264	197	137	83	40	19	9	5	1
1976	80	290	210	126	55	29	20	9	4		1
1977	79	179	304	194	55	30	32	8	3	4
1978
1979	8	56	102	68	68	27	8		1
1980	58	83	89	83	22	33	6	1	1	1
1981	80	219	190	168	98	44	37	11	5		2
1982	97	185	115	98	53	35	15	11	6
1983	155	188	158	119	64	35	23	11	5	2
1984	83	133	119	110	51	21	12	9		2	1
1985	119	230	180	148	87	32	15	12	4	1	2
1986
1987
1988
1989
1990
1991
1992
1993
1994	19	42	58	42	40	20	11	3	1
1995
1996
1997
1998	24	35	45	57	39	19	7	2	1
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008	109	141	119	49	25	10	1		1
2009	8	6	5		1
Warm Regime - red hake
2010
2011		17	24	26	21	9	3	3	1
2012	174	150	187	154	111	62	23	7	1	1
2013	362	298	250	165	116	78	34	12	1		1
2014	137	186	181	120	79	33	13	6
2015	244	244	333	333	279	152	129	69	20	6	3
2016	228	202	280	261	226	119	59	21	1		1
2017	191	99	166	152	161	119	57	28	9	1
2018	143	151	141	123	70	81	42	26	10	1	1
2019	304	216	253	193	127	67	48	22	6	1

scup

Scup - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - scup
1970
1971		1
1972
1973				1	1			1
1974
1975
1976	2	1
1977	34	38	7	13	3	1	2				1
1978	31	18	35	12	11	7		2			1
1979	50	34	5	17	10	5	5	2	1
1980	38	35	15	6	8	5	1	2	1
1981	42	36	20	4	3	2		4
1982	36	23	25	10	4	7	1	1
1983	35	8	6				1
1984	24	8	2	2	2
1985	38	22	9	2	1
1986	39	36	4	1
1987	32	28	33	10	2	3	1	1			1
1988	15	10	2	2		1	2
1989	33	25	4
1990	10	24	14	6	1	6	1
1991	46	9	18	6
1992	88	46	7	4	4	1
1993	14	31	5	2	1
1994	11	6	4	2
1995	37	19	6	4
1996	23	14	5	2
1997	5	22	9
1998	48	4	3
1999	37	19	1	1
2000	44	18	12	1	1
2001	72	28	6	2	1
2002	73	35	41	20	3
2003	49	28	8	9	3
2004	39	25	18	7	9	1
2005	55	23	5	5	3	1
2006	72	14	11	7	5	8	1
2007	48	19	17	2	5	4	2
2008	36	19	20	6	5	6	3	4
2009	77	21	9	2	1
Warm Regime - scup
2010	127	75	44	38	23	11	1	6	1	1
2011	115	31	19	18	12	3		1	1
2012	137	37	10	30	13	7	4	1
2013	74	51	18	8	14	5	2	1
2014	43	27	50	30	14	5	7	8	1	1	3
2015	41	36	16	11	8	6	6	3	2	1	1
2016	120	116	29	17	15	11	12	9	4	5	8
2017	52	60	29	10	6	5		2	1	1
2018	47	37	82	46	20	16	8	8	4	5	1
2019	83	13	28	48	31	6	9	5	3	2	4

silver hake

Silver Hake - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - silver hake
1970
1971
1972
1973	328	713	291	129	39	12	6			3	4
1974	238	178	283	147	53	20	8		2		1
1975	206	394	434	189	80	16	2	1	1	1
1976	182	635	480	224	77	48	19	3	1
1977	272	367	562	342	138	52	36	4	2
1978	404	391	210	263	182	53	7	10
1979	373	529	228	110	148	107	28	6	1		1
1980	117	330	358	134	69	71	56	16	8	3	1
1981	241	231	290	206	77	29	22	24	10
1982	368	372	138	103	88	24	13	7	5	5	2
1983	433	542	156	73	44	29	12	1	1	1
1984	300	427	176	51	17	8	2		1
1985	551	316	321	121	28	5	7	1	1
1986	515	566	158	156	37	5		2
1987	235	584	315	92	58	1	1	1
1988	162	279	367	102	12	3
1989	428	251	287	93	10	2					1
1990	301	384	227	115	22	1
1991	455	500	344	149	48	11	1
1992	711	628	362	113	7	1
1993	872	892	309	133	25
1994	441	1066	506	93	6	1
1995	717	817	400	122	7	1
1996	363	646	467	100	7	2
1997	447	579	409	79	7	1
1998	738	823	418	82	10	4
1999	657	1105	397	104	23	1	1
2000	526	1066	572	118	17	1	1
2001	511	1046	617	196	26	3
2002	470	953	523	103	10	4
2003	887	788	406	106	9	3
2004	689	846	270	101	6	1
2005	456	460	276	44	6	4
2006	837	296	147	73	3	2
2007	1145	525	149	47	16		1			1
2008	697	781	120	24	3	3	1
2009	470	553	392	60	9		3
Warm Regime - silver hake
2010	841	399	231	167	9
2011	686	591	202	141	29	3
2012	505	246	148	36	7	4
2013	651	806	346	171	38	4	1	1
2014	539	587	657	180	62	11	5	3
2015	308	678	464	507	57	29	4
2016	466	305	453	296	298	37	18	2
2017	253	545	88	276	150	103	3	3
2018	161	224	180	23	82	28	9	1
2019	538	729	334	282	33	72	22	16

summer flounder

Summer Flounder - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - summer flounder
1970
1971
1972
1973
1974
1975
1976		24	39	9	1
1977	2	53	108	62	10	11	1		1
1978		25	48	50	30	4	2	1			2
1979	1	12	19	15	14	9	1
1980		42	19	13	5	6	6	1		1
1981	42	32	13		4	2	3
1982	65	87	13	2
1983	31	34	30	4	2		1		1
1984	23	30	3	6		1	2
1985	31	88	12	4	2			1
1986	79	25	22	2	2	1
1987	28	34	5	3	1
1988	27	51	5	1
1989	6	18	5	1			2	1
1990	36	3	8
1991	46	22		1
1992	74	40	1	1	2
1993	56	45	5
1994	61	61	6	2
1995	74	41	3				1
1996	81	67	15
1997	39	82	19	6	2	4
1998	41	86	42	8	1	1
1999	53	99	63	19	5	2
2000	32	114	66	20	17	5	1	1
2001	50	97	109	29	14	6	2	1
2002	36	90	74	35	10	8	3	1	1
2003	76	132	61	38	15	10	2	1
2004	48	131	90	32	12	10	5		1
2005	40	85	78	28	20	13	6	1		1	1
2006	23	129	46	53	20	18	5	2	2	2	1
2007	30	49	114	57	28	19	9	4	2	3	2
2008	24	35	28	50	25	18	4	4	2		1
2009	150	168	132	92	63	19	8	7	3	1
Warm Regime - summer flounder
2010	193	184	172	143	86	42	23	16	9	5	3
2011	100	180	209	109	95	43	24	14	13	7	2
2012	30	57	152	99	59	35	15	7	10	3	6
2013	76	64	114	156	71	36	12	10	4	3	5
2014	57	61	89	123	89	26	10	6	2	3	5
2015	135	138	146	106	76	47	23	7	5	3	7
2016	31	77	108	76	48	38	27	11	5	2	2
2017	51	80	87	47	43	22	21	13	7	4	2
2018	85	100	85	85	51	25	21	22	9	6	4
2019	138	148	112	70	92	52	30	18	17	4	10

white hake

White Hake - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - white hake
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982	14	71	131	40	36	8	2	3		2	3
1983	29	111	159	85	20	15	2	1		2	1
1984	16	54	103	78	33	14	6	1			3
1985	72	86	151	85	26	4	2	2
1986	24	249	263	76	45	16	1	1	2	1
1987	12	79	191	55	11	8	3	1	1		2
1988	23	147	107	92	28	7	1	2		1	2
1989	34	130	169	45	25	23	3	1
1990	63	210	189	116	25	6	3	3		2
1991	71	302	286	134	50	11	1			1	1
1992	28	173	383	218	22	10	5	3		1
1993	40	206	313	219	44	7
1994	51	229	243	103	27	14	3	2
1995	44	233	260	83	32	14	9	4		1	1
1996	44	78	142	102	43	8	4	4	4	1
1997	66	100	111	55	14	4	1	1		2
1998	49	187	138	48	15	6	3	2
1999	84	115	167	78	34	12	4	1
2000	40	233	215	79	38	10	3	3	1		1
2001	19	79	205	163	57	20	7	3	1	1	1
2002	57	74	81	110	38	12	7	3			2
2003	31	32	32	38	34	20	9	2	1		1
2004	50	62	66	33	16	6		1	2
2005	63	51	72	61	39	15	18	16	3	3	5
2006	111	80	72	32	21	13	6	11		1	1
2007	64	105	160	67	18	6	4	6	9	2	3
2008	103	139	162	87	12	7	6	2	5	1
2009	247	319	251	189	90	33	11	4		2	5
Warm Regime - white hake
2010	222	394	305	161	79	31	6	6	2		7
2011	147	293	281	170	81	46	16	4	2		2
2012	79	222	235	178	91	46	26	9	4	3
2013	55	171	164	90	25	12	9	3	1	2
2014	39	119	132	114	74	53	22	11	5		2
2015	154	199	192	157	99	27	11	5	3	3
2016	110	273	306	192	105	32	8	3	1	1
2017	71	102	145	145	139	55	20	5
2018	70	145	87	66	49	23	16	2	2	1	1
2019	165	225	220	179	93	48	25	10	5		2

windowpane

Windowpane - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - windowpane
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999	43	33	59	26	5	2
2000
2001
2002
2003
2004	11	21	15	6	6	8	1	1	3	2
2005	6	14	14	14	10	9	6		1		1
2006
2007
2008
2009
Warm Regime - windowpane
2010	8	10	10	16	16	12	2	1
2011		17	12	5	13	10	4	1
2012
2013
2014	6	24	15	23	12	4	4	1
2015	4	33	16	25	27	5	2	6		1
2016	15	23	26	23	16	13	4	1	2		1
2017
2018	7	23	18	7	13	9		2
2019

winter flounder

Winter Flounder - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - winter flounder
1970
1971
1972
1973
1974
1975
1976	18	55	76	32	25	12	13	6	2		1
1977	1	28	58	27	16	5	1	5	2	2	1
1978
1979
1980	6	106	115	44	30	15		3	1		2
1981	39	79	145	70	22	16	15	6	2	2
1982	43	93	75	44	16	11	3	4			2
1983	17	60	112	67	45	26	18	10	4	1	2
1984	11	45	80	68	29	15	12	11	1	2	4
1985	11	56	73	48	27	15	12	2			1
1986	31	62	84	32	16	12	3	2	1	1	2
1987	7	90	78	41	14	6	5	2	1
1988	24	41	107	68	21	9	3	2	1
1989	7	65	48	40	25	5	4	1
1990	12	56	96	37	19	11	1	2	3	2
1991	11	70	99	49	24	4	3		1
1992	15	110	90	53	25	10	4		1
1993	38	58	64	36	11	5	6	1	1
1994	43	151	102	51	25	13			1
1995	49	120	131	53	22	9	6	1
1996	29	111	114	91	32	18	9	2	1
1997	38	111	146	79	38	10	6	1	1
1998	57	131	175	112	37	6	2
1999	67	154	139	102	67	23	7	3
2000	49	138	180	93	86	46	12	5	5
2001	36	86	129	122	58	42	28	6	2
2002	26	140	128	139	90	45	40	13	8	1
2003	27	51	99	87	61	41	20	6
2004	63	70	61	74	38	32	20	4	2
2005	27	102	82	84	62	51	13	5	1	1	1
2006	41	97	111	82	71	17	5	1
2007	46	78	83	70	66	31	9	3	1
2008	75	144	117	75	61	32	4	2	4	1	3
2009	95	260	225	146	87	59	16	9	4	3	8
Warm Regime - winter flounder
2010	83	182	243	153	101	65	28	8	6	1	8
2011	86	113	210	149	99	41	28	8	4	1	4
2012	95	197	187	174	127	58	24	13	6	3	8
2013	81	145	146	98	69	73	24	15	10	3	7
2014	82	95	151	116	59	48	51	38	8	5	8
2015	13	119	111	66	62	30	30	32	10	5	9
2016	124	136	146	59	77	52	22	19	20	10	10
2017	51	98	62	72	50	38	19	9	12	7	8
2018	68	71	78	41	38	17	25	9	9	6	11
2019	37	89	70	59	25	20	19	18	12	4	10

witch flounder

Witch Flounder - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - witch flounder
1970
1971
1972
1973
1974
1975
1976
1977
1978
1979
1980
1981
1982			5	17	17	17	23	20	8	8	22
1983	1		18	34	37	27	19	15	11	4	29
1984			4	34	41	34	29	16	10	7	33
1985			6	24	40	37	35	25	10	10	36
1986	3	6	8	13	31	40	36	14	12	2	30
1987			1	5	13	11	22	11	1	3	9
1988	1	1	26	6	5	11	30	14	7	5	9
1989	2	5	9	44	12	7	5	21	6	1	8
1990	5	11	22	25	19	3	5	4	5	2	10
1991	2	11	52	26	23	17	9	11	10	12	8
1992	3	7	29	41	12	12	17	5	12	3	13
1993	46	16	26	62	41	17	20	16	3	7	15
1994	21	39	42	34	55	15	14	3	8	2	8
1995	15	42	86	59	43	39	11	10	3	6	6
1996	6	18	41	78	75	37	10	5	2		5
1997	18	31	31	68	77	41	28	5		1	2
1998	24	88	83	57	78	72	31	18	7	1	3
1999	34	69	85	88	71	39	38	11	4	2
2000	5	34	84	87	56	48	29	17	5	4	1
2001	9	22	56	137	123	74	55	27	16	10	1
2002		20	54	130	119	67	67	39	18	10	11
2003		2	25	71	114	112	81	37	31	12	17
2004	4	4	7	43	76	74	76	50	15	18	24
2005	24	15	9	18	38	51	52	27	20	12	9
2006	11	50	44	25	28	72	67	44	22	9	8
2007	3	28	74	42	35	35	62	18	15		6
2008	4	29	50	102	54	40	42	40	11	8	2
2009	84	69	132	156	192	112	113	96	52	26	10
Warm Regime - witch flounder
2010	74	120	75	102	162	183	74	67	60	25	20
2011	39	112	159	80	92	120	61	37	24	29	20
2012	64	100	175	134	118	164	114	70	40	18	8
2013	56	84	63	122	84	60	72	48	27	10	3
2014	162	131	193	110	181	103	88	88	37	11	8
2015	39	176	213	161	128	186	87	77	35	9	5
2016	51	52	286	137	185	91	117	41	23	12	13
2017	44	82	72	293	88	121	49	83	23	17	28
2018	42	47	64	53	181	58	95	32	29	16	15
2019	102	110	106	93	83	205	84	77	23	23	26

yellowtail flounder

Yellowtail Flounder - Individuals Aged by Common Name
Numbers Combined from Spring and Fall Surveys
	1	2	3	4	5	6	7	8	9	10	>10
Early Regime - yellowtail flounder
1970	98	239	365	262	87	29	11	2	3	2
1971	110	360	321	340	83	27	8	2	1	2
1972	82	300	282	175	130	46	10	2	1
1973	83	223	338	158	97	89	12	5	4		1
1974	102	182	134	132	62	32	25	5	2
1975	75	180	39	31	36	11	4	2			1
1976	47	272	85	30	21	18	10	6	3
1977	84	198	175	40	12	12	5	4		2
1978	167	313	141	75	18	3	8	6	2
1979	179	375	165	63	24	10	6	2		1
1980	85	394	337	179	33	12	4	1	2		1
1981	89	236	155	82	26	7	1	1
1982	43	279	185	73	34	9	4	1			1
1983	16	201	273	49	12	4	4	3	1
1984	32	51	65	84	25	10		3
1985	54	100	37	24	28	4	1
1986	23	185	61	20	8	4
1987	24	35	72	19	11	5	5	2			1
1988	71	55	28	26	21	4	1
1989	21	234	77	25	8	2	1
1990	2	48	257	51	9	2	1
1991	60	35	146	166	39	5
1992	28	95	116	101	18	5
1993	55	53	67	64	3		1
1994	92	105	85	63	37	9	1
1995	20	99	116	74	23	6	4	2	1
1996	21	68	160	107	32	2
1997	61	104	191	116	47	7
1998	73	242	144	78	38	15	2
1999	96	206	247	78	59	13	7	1	1
2000	24	140	159	54	19	17	3
2001	61	111	195	75	30	16	15
2002	54	165	176	90	30	6	10	4
2003	53	131	115	63	24	8	6	4	1
2004	27	98	109	49	18	4	2	1
2005	71	92	141	63	20	2	3	1
2006	158	253	170	87	19	5	2	2
2007	62	376	291	121	31	9	3
2008	33	124	256	81	17	2	1
2009	119	186	277	185	58	8	3
Warm Regime - yellowtail flounder
2010	65	252	331	200	115	18	5	2
2011	86	172	261	206	61	27	3	1
2012	76	240	228	189	78	25	14	1
2013	103	152	214	144	74	17	6	1
2014	65	168	137	118	38	20	3	4	2
2015	15	120	167	74	53	6	1	1
2016	93	105	147	85	32	23	6	4	2
2017	42	66	74	51	33	18	16	3
2018	46	62	58	39	20	7	3	6	2
2019	137	108	56	47	24	27	15	8	4

Size at Age Comparisons

Given that we can’t really construct meaningful VB curves for cohorts with a 10-year window of interest, we need to consider an alternative way of putting some statistics behind our numbers to assess significance.

I think looking at differences in LAA and WAA over periods of interest will be helpful. I think a useful example to emulate is Fig 3 and Table 1 in the attached Neuheimer and Gronkjaer paper. However, instead of using trend lines and slopes, it would be better to do an ANOVA comparing 1970-2009 to 2010-2019 (and plotting means for those periods in the figure).

I’m also still debating whether to use 1970-2009 as the comparison or whether to do just the preceding decade, so seeing ANOVA results for 2000-2009 and 2010-2019 would be helpful too.

Please truncate output values to no more than 3 decimal places so it’s easier to look at. (We’ll want to pull other stats out of the ANOVA for the paper, but for shaping the paper, I’d prefer to see less right now.)

These are the methods to use for the tests and for testing assumptions:

Welch’s Two-Sample T-Test

Bartletts Two-Sample Test

Length at Age

1970-2009 & 2010 - 2019

acadian redfish

Acadian Redfish Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
acadian redfish
1	6.483	8.766	Welch Two Sample t-test	0.000	0.000
2	11.573	11.874	Welch Two Sample t-test	0.048	0.014
3	15.138	15.559	Welch Two Sample t-test	0.001	0.117
4	18.517	17.428	Welch Two Sample t-test	0.000	0.010
5	21.201	19.424	Welch Two Sample t-test	0.000	0.721
6	23.261	21.207	Welch Two Sample t-test	0.000	0.196
7	25.278	22.888	Welch Two Sample t-test	0.000	0.047
8	26.838	24.619	Welch Two Sample t-test	0.000	0.092
9	28.204	26.074	Welch Two Sample t-test	0.000	0.382
10	28.927	27.073	Welch Two Sample t-test	0.000	0.618
11
12
13
14
15

american plaice

American Plaice Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
american plaice
1	13.209	13.622	Welch Two Sample t-test	0.001	0.001
2	19.457	20.384	Welch Two Sample t-test	0.000	0.000
3	25.494	25.737	Welch Two Sample t-test	0.040	0.000
4	30.158	30.247	Welch Two Sample t-test	0.469	0.000
5	34.526	32.821	Welch Two Sample t-test	0.000	0.000
6	38.245	35.212	Welch Two Sample t-test	0.000	0.833
7	41.310	36.534	Welch Two Sample t-test	0.000	0.192
8	44.499	39.071	Welch Two Sample t-test	0.000	0.850
9	47.149	39.766	Welch Two Sample t-test	0.000	0.034
10	50.041	41.072	Welch Two Sample t-test	0.000	0.957
11
12

atlantic cod

Atlantic Cod Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
atlantic cod
1	29.092	28.137	Welch Two Sample t-test	0.001	0.139
2	43.166	41.526	Welch Two Sample t-test	0.000	0.000
3	55.895	52.556	Welch Two Sample t-test	0.000	0.000
4	65.191	60.734	Welch Two Sample t-test	0.000	0.000
5	73.225	68.730	Welch Two Sample t-test	0.000	0.000
6	80.609	74.964	Welch Two Sample t-test	0.000	0.092
7	88.839	81.254	Welch Two Sample t-test	0.000	0.049
8	96.906	87.625	Welch Two Sample t-test	0.008	0.768
9	102.018	85.429	Welch Two Sample t-test	0.012	0.992
10
11
12

atlantic herring

Atlantic Herring Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
atlantic herring
1	11.590	12.539	Welch Two Sample t-test	0	0.963
2	16.531	16.135	Welch Two Sample t-test	0	0.000
3	21.329	20.535	Welch Two Sample t-test	0	0.602
4	24.101	23.049	Welch Two Sample t-test	0	0.000
5	25.784	25.068	Welch Two Sample t-test	0	0.000
6	26.951	26.283	Welch Two Sample t-test	0	0.000
7	27.711	27.050	Welch Two Sample t-test	0	0.006
8	28.520	27.687	Welch Two Sample t-test	0	0.000
9	29.022	28.161	Welch Two Sample t-test	0	0.995
10	29.359	28.000	Welch Two Sample t-test	0	0.018

atlantic mackerel

Atlantic Mackerel Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
atlantic mackerel
1	21.522	21.879	Welch Two Sample t-test	0.000	0.000
2	27.105	27.043	Welch Two Sample t-test	0.424	0.000
3	30.918	30.272	Welch Two Sample t-test	0.000	0.000
4	33.358	31.983	Welch Two Sample t-test	0.000	0.000
5	34.996	34.418	Welch Two Sample t-test	0.017	0.926
6	36.056	34.769	Welch Two Sample t-test	0.014	0.889
7	37.017	37.500	Welch Two Sample t-test	0.198	0.087
8
9
10

black sea bass

Black Sea Bass Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
black sea bass
1	14.129	13.262	Welch Two Sample t-test	0.003	0.005
2	21.898	21.608	Welch Two Sample t-test	0.074	0.700
3	28.635	28.923	Welch Two Sample t-test	0.216	0.133
4	34.451	34.090	Welch Two Sample t-test	0.361	0.004
5	38.771	39.731	Welch Two Sample t-test	0.122	0.952
6	45.618	44.057	Welch Two Sample t-test	0.096	0.691
7	47.889	46.296	Welch Two Sample t-test	0.529	0.141
8	46.200	47.903	Welch Two Sample t-test	0.380	0.151
9	47.000	52.714	Welch Two Sample t-test	0.248	0.331
10

butterfish

Butterfish Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
butterfish
1	13.299	13.124	Welch Two Sample t-test	0.000	0.001
2	16.068	16.203	Welch Two Sample t-test	0.016	0.490
3	17.918	17.682	Welch Two Sample t-test	0.009	0.944
4	18.932	18.577	Welch Two Sample t-test	0.088	0.941
5	19.222	19.071	Welch Two Sample t-test	0.851	0.745
6

haddock

Haddock Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
haddock
1	26.883	23.438	Welch Two Sample t-test	0	0.000
2	37.383	31.955	Welch Two Sample t-test	0	0.000
3	45.807	37.884	Welch Two Sample t-test	0	0.000
4	50.709	41.719	Welch Two Sample t-test	0	0.000
5	54.585	45.227	Welch Two Sample t-test	0	0.000
6	56.897	47.042	Welch Two Sample t-test	0	0.000
7	60.329	52.205	Welch Two Sample t-test	0	0.000
8	62.156	52.952	Welch Two Sample t-test	0	0.000
9	63.213	53.856	Welch Two Sample t-test	0	0.000
10	67.321	55.949	Welch Two Sample t-test	0	0.001

pollock

Pollock Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
pollock
1	23.274	25.211	Welch Two Sample t-test	0.000	0.002
2	33.032	32.763	Welch Two Sample t-test	0.393	0.004
3	43.482	38.682	Welch Two Sample t-test	0.000	0.155
4	53.181	46.911	Welch Two Sample t-test	0.000	0.000
5	62.101	55.040	Welch Two Sample t-test	0.000	0.007
6	69.636	61.116	Welch Two Sample t-test	0.000	0.673
7	75.675	67.102	Welch Two Sample t-test	0.000	0.691
8	80.994	71.542	Welch Two Sample t-test	0.000	0.897
9	84.750	73.638	Welch Two Sample t-test	0.000	0.176
10	87.843	78.250	Welch Two Sample t-test	0.000	0.235
11
12
13
14

red hake

Red Hake Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
red hake
1	23.537	16.273	Welch Two Sample t-test	0.000	0.467
2	29.075	25.523	Welch Two Sample t-test	0.000	0.000
3	34.219	29.662	Welch Two Sample t-test	0.000	0.000
4	38.035	32.954	Welch Two Sample t-test	0.000	0.231
5	40.368	36.500	Welch Two Sample t-test	0.000	0.000
6	41.503	38.681	Welch Two Sample t-test	0.000	0.000
7	43.355	40.539	Welch Two Sample t-test	0.000	0.000
8	44.134	42.052	Welch Two Sample t-test	0.002	0.000
9	46.519	43.796	Welch Two Sample t-test	0.015	0.004
10	47.240	42.700	Welch Two Sample t-test	0.039	0.181

scup

Scup Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
scup
1	13.662	12.288	Welch Two Sample t-test	0.000	0.024
2	18.898	18.416	Welch Two Sample t-test	0.000	0.884
3	22.902	22.363	Welch Two Sample t-test	0.002	0.199
4	25.958	25.281	Welch Two Sample t-test	0.003	0.000
5	27.989	28.045	Welch Two Sample t-test	0.841	0.360
6	30.190	30.400	Welch Two Sample t-test	0.549	0.282
7	32.900	31.204	Welch Two Sample t-test	0.006	0.964
8	32.882	33.432	Welch Two Sample t-test	0.340	0.257
9	30.000	34.706	Welch Two Sample t-test	0.231	0.915
10
11
12

silver hake

Silver Hake Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
silver hake
1	19.211	20.670	Welch Two Sample t-test	0	0.633
2	25.572	28.466	Welch Two Sample t-test	0	0.000
3	31.009	34.181	Welch Two Sample t-test	0	0.000
4	35.913	38.742	Welch Two Sample t-test	0	0.000
5	39.877	43.912	Welch Two Sample t-test	0	0.000
6	42.484	45.770	Welch Two Sample t-test	0	0.132
7	44.000	51.726	Welch Two Sample t-test	0	0.387
8	45.039	55.192	Welch Two Sample t-test	0	0.060

summer flounder

Summer Flounder Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
summer flounder
1	31.241	28.596	Welch Two Sample t-test	0.000	0.000
2	38.196	35.396	Welch Two Sample t-test	0.000	0.000
3	44.119	40.454	Welch Two Sample t-test	0.000	0.000
4	49.128	45.849	Welch Two Sample t-test	0.000	0.016
5	54.515	51.745	Welch Two Sample t-test	0.000	0.005
6	59.605	55.661	Welch Two Sample t-test	0.000	0.001
7	62.078	58.262	Welch Two Sample t-test	0.000	0.082
8	64.538	58.516	Welch Two Sample t-test	0.000	0.000
9	68.000	62.185	Welch Two Sample t-test	0.009	0.077
10	71.125	63.750	Welch Two Sample t-test	0.015	0.087
11
12

white hake

White Hake Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
white hake
1	27.159	28.985	Welch Two Sample t-test	0.000	0.000
2	35.743	37.444	Welch Two Sample t-test	0.000	0.000
3	45.851	45.025	Welch Two Sample t-test	0.000	0.000
4	57.688	53.192	Welch Two Sample t-test	0.000	0.000
5	67.538	60.762	Welch Two Sample t-test	0.000	0.000
6	75.623	68.394	Welch Two Sample t-test	0.000	0.005
7	81.637	75.063	Welch Two Sample t-test	0.000	0.742
8	87.735	83.000	Welch Two Sample t-test	0.008	0.257
9	87.414	85.960	Welch Two Sample t-test	0.666	0.766
10	97.917	90.600	Welch Two Sample t-test	0.336	0.985
11
12

windowpane

Windowpane Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
windowpane
1	19.433	15.050	Welch Two Sample t-test	0.000	0.258
2	24.132	22.785	Welch Two Sample t-test	0.000	0.699
3	27.045	25.660	Welch Two Sample t-test	0.000	0.052
4	28.804	27.586	Welch Two Sample t-test	0.006	0.443
5	29.048	28.938	Welch Two Sample t-test	0.857	0.302
6	30.421	30.132	Welch Two Sample t-test	0.659	0.751
7	32.571	30.625	Welch Two Sample t-test	0.065	0.549
8

winter flounder

Winter Flounder Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
winter flounder
1	20.500	19.007	Welch Two Sample t-test	0.000	0.000
2	27.238	26.283	Welch Two Sample t-test	0.000	0.000
3	32.632	30.769	Welch Two Sample t-test	0.000	0.000
4	36.646	34.946	Welch Two Sample t-test	0.000	0.277
5	39.927	37.741	Welch Two Sample t-test	0.000	0.057
6	42.819	39.862	Welch Two Sample t-test	0.000	0.191
7	46.193	40.944	Welch Two Sample t-test	0.000	0.305
8	49.856	42.811	Welch Two Sample t-test	0.000	0.347
9	49.314	43.990	Welch Two Sample t-test	0.000	0.836
10	52.500	45.911	Welch Two Sample t-test	0.001	0.840
11
12
13
14

witch flounder

Witch Flounder Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
witch flounder
1	13.563	14.438	Welch Two Sample t-test	0.001	0.150
2	20.000	22.045	Welch Two Sample t-test	0.000	0.000
3	24.568	26.877	Welch Two Sample t-test	0.000	0.861
4	29.472	30.605	Welch Two Sample t-test	0.000	0.000
5	33.180	33.095	Welch Two Sample t-test	0.529	0.000
6	36.165	35.161	Welch Two Sample t-test	0.000	0.000
7	39.280	37.219	Welch Two Sample t-test	0.000	0.320
8	41.819	39.463	Welch Two Sample t-test	0.000	0.593
9	44.309	42.380	Welch Two Sample t-test	0.000	0.910
10	46.200	42.888	Welch Two Sample t-test	0.000	0.175
11
12
13
14

yellowtail flounder

Yellowtail Flounder Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
yellowtail flounder
1	20.901	20.016	Welch Two Sample t-test	0.001	0.000
2	29.110	28.824	Welch Two Sample t-test	0.015	0.011
3	34.023	33.461	Welch Two Sample t-test	0.000	0.002
4	36.862	36.407	Welch Two Sample t-test	0.000	0.000
5	39.599	39.337	Welch Two Sample t-test	0.178	0.000
6	41.301	41.356	Welch Two Sample t-test	0.865	0.000
7	43.495	42.611	Welch Two Sample t-test	0.106	0.000
8	45.290	42.613	Welch Two Sample t-test	0.004	0.002

2000-2009 & 2010-2019

acadian redfish

Acadian Redfish Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
acadian redfish
1	6.742	8.766	Welch Two Sample t-test	0.000	0.000
2	11.503	11.874	Welch Two Sample t-test	0.035	0.084
3	14.964	15.559	Welch Two Sample t-test	0.000	0.001
4	18.119	17.428	Welch Two Sample t-test	0.000	0.000
5	20.338	19.424	Welch Two Sample t-test	0.000	0.000
6	22.511	21.207	Welch Two Sample t-test	0.000	0.000
7	24.151	22.888	Welch Two Sample t-test	0.000	0.001
8	25.975	24.619	Welch Two Sample t-test	0.000	0.083
9	27.602	26.074	Welch Two Sample t-test	0.000	0.705
10	28.310	27.073	Welch Two Sample t-test	0.000	0.895
11
12
13
14
15

american plaice

American Plaice Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
american plaice
1	12.820	13.622	Welch Two Sample t-test	0.000	0.000
2	18.684	20.384	Welch Two Sample t-test	0.000	0.000
3	24.223	25.737	Welch Two Sample t-test	0.000	0.000
4	28.669	30.247	Welch Two Sample t-test	0.000	0.000
5	32.983	32.821	Welch Two Sample t-test	0.344	0.000
6	36.115	35.212	Welch Two Sample t-test	0.000	0.000
7	38.682	36.534	Welch Two Sample t-test	0.000	0.168
8	41.389	39.071	Welch Two Sample t-test	0.000	0.106
9	43.532	39.766	Welch Two Sample t-test	0.000	0.939
10	46.758	41.072	Welch Two Sample t-test	0.000	0.721
11
12

atlantic cod

Atlantic Cod Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
atlantic cod
1	26.507	28.137	Welch Two Sample t-test	0.000	0.417
2	40.739	41.526	Welch Two Sample t-test	0.018	0.000
3	53.373	52.556	Welch Two Sample t-test	0.022	0.000
4	62.352	60.734	Welch Two Sample t-test	0.000	0.094
5	70.066	68.730	Welch Two Sample t-test	0.022	0.018
6	76.337	74.964	Welch Two Sample t-test	0.167	0.076
7	84.083	81.254	Welch Two Sample t-test	0.059	0.398
8	93.806	87.625	Welch Two Sample t-test	0.082	0.931
9	99.545	85.429	Welch Two Sample t-test	0.034	0.370
10
11
12

atlantic herring

Atlantic Herring Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
atlantic herring
1	11.104	12.539	Welch Two Sample t-test	0	0.495
2	16.844	16.135	Welch Two Sample t-test	0	0.000
3	21.293	20.535	Welch Two Sample t-test	0	0.001
4	23.593	23.049	Welch Two Sample t-test	0	0.111
5	25.293	25.068	Welch Two Sample t-test	0	0.000
6	26.487	26.283	Welch Two Sample t-test	0	0.002
7	27.501	27.050	Welch Two Sample t-test	0	0.458
8	28.188	27.687	Welch Two Sample t-test	0	0.505
9	28.841	28.161	Welch Two Sample t-test	0	0.464
10	29.125	28.000	Welch Two Sample t-test	0	0.050

atlantic mackerel

Atlantic Mackerel Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
atlantic mackerel
1	21.551	21.879	Welch Two Sample t-test	0.004	0.000
2	27.001	27.043	Welch Two Sample t-test	0.617	0.000
3	30.564	30.272	Welch Two Sample t-test	0.005	0.000
4	33.219	31.983	Welch Two Sample t-test	0.000	0.000
5	35.576	34.418	Welch Two Sample t-test	0.000	0.605
6	36.472	34.769	Welch Two Sample t-test	0.003	0.468
7	37.538	37.500	Welch Two Sample t-test	0.949	0.058
8
9
10

black sea bass

Black Sea Bass Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
black sea bass
1	14.375	13.262	Welch Two Sample t-test	0.001	0.189
2	22.400	21.608	Welch Two Sample t-test	0.000	0.716
3	29.628	28.923	Welch Two Sample t-test	0.012	0.270
4	35.604	34.090	Welch Two Sample t-test	0.001	0.010
5	38.897	39.731	Welch Two Sample t-test	0.259	0.343
6	45.816	44.057	Welch Two Sample t-test	0.132	0.242
7	48.250	46.296	Welch Two Sample t-test	0.491	0.106
8
9
10

butterfish

Butterfish Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
butterfish
1	12.927	13.124	Welch Two Sample t-test	0.001	0.001
2	15.731	16.203	Welch Two Sample t-test	0.000	0.648
3	17.755	17.682	Welch Two Sample t-test	0.538	0.800
4	18.571	18.577	Welch Two Sample t-test	0.982	0.738
5	18.500	19.071	Welch Two Sample t-test	0.678	0.478
6

haddock

Haddock Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
haddock
1	25.052	23.438	Welch Two Sample t-test	0	0.000
2	34.261	31.955	Welch Two Sample t-test	0	0.000
3	41.459	37.884	Welch Two Sample t-test	0	0.000
4	46.470	41.719	Welch Two Sample t-test	0	0.000
5	50.831	45.227	Welch Two Sample t-test	0	0.000
6	53.195	47.042	Welch Two Sample t-test	0	0.000
7	56.305	52.205	Welch Two Sample t-test	0	0.000
8	56.686	52.952	Welch Two Sample t-test	0	0.000
9	58.299	53.856	Welch Two Sample t-test	0	0.000
10	61.435	55.949	Welch Two Sample t-test	0	0.092

pollock

Pollock Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
pollock
1	23.674	25.211	Welch Two Sample t-test	0.000	0.031
2	32.404	32.763	Welch Two Sample t-test	0.364	0.026
3	42.225	38.682	Welch Two Sample t-test	0.000	0.004
4	51.589	46.911	Welch Two Sample t-test	0.000	0.310
5	59.415	55.040	Welch Two Sample t-test	0.000	0.989
6	67.126	61.116	Welch Two Sample t-test	0.000	0.317
7	73.630	67.102	Welch Two Sample t-test	0.000	0.655
8	77.506	71.542	Welch Two Sample t-test	0.000	0.240
9	79.674	73.638	Welch Two Sample t-test	0.000	0.357
10	86.650	78.250	Welch Two Sample t-test	0.000	0.011
11
12
13
14

red hake

Red Hake Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
red hake
1	22.026	16.273	Welch Two Sample t-test	0.000	0.095
2	28.442	25.523	Welch Two Sample t-test	0.000	0.971
3	33.242	29.662	Welch Two Sample t-test	0.000	0.258
4	39.714	32.954	Welch Two Sample t-test	0.000	0.368
5	39.692	36.500	Welch Two Sample t-test	0.001	0.757
6	35.700	38.681	Welch Two Sample t-test	0.057	0.854
7
8
9
10

scup

Scup Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
scup
1	13.204	12.288	Welch Two Sample t-test	0.000	0.007
2	18.509	18.416	Welch Two Sample t-test	0.625	0.624
3	22.884	22.363	Welch Two Sample t-test	0.021	0.663
4	26.623	25.281	Welch Two Sample t-test	0.000	0.065
5	28.583	28.045	Welch Two Sample t-test	0.167	0.567
6	31.350	30.400	Welch Two Sample t-test	0.079	0.816
7	33.667	31.204	Welch Two Sample t-test	0.031	0.840
8	34.250	33.432	Welch Two Sample t-test	0.212	0.112
9
10
11
12

silver hake

Silver Hake Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
silver hake
1	19.304	20.670	Welch Two Sample t-test	0.000	0.003
2	24.389	28.466	Welch Two Sample t-test	0.000	0.000
3	29.685	34.181	Welch Two Sample t-test	0.000	0.000
4	35.370	38.742	Welch Two Sample t-test	0.000	0.000
5	42.829	43.912	Welch Two Sample t-test	0.150	0.944
6	45.762	45.770	Welch Two Sample t-test	0.998	0.010
7	44.333	51.726	Welch Two Sample t-test	0.212	0.155
8

summer flounder

Summer Flounder Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
summer flounder
1	31.914	28.596	Welch Two Sample t-test	0.000	0.000
2	39.259	35.396	Welch Two Sample t-test	0.000	0.632
3	45.216	40.454	Welch Two Sample t-test	0.000	0.107
4	50.083	45.849	Welch Two Sample t-test	0.000	0.308
5	55.277	51.745	Welch Two Sample t-test	0.000	0.000
6	59.944	55.661	Welch Two Sample t-test	0.000	0.002
7	61.756	58.262	Welch Two Sample t-test	0.004	0.085
8	64.636	58.516	Welch Two Sample t-test	0.000	0.000
9	66.636	62.185	Welch Two Sample t-test	0.040	0.058
10	69.714	63.750	Welch Two Sample t-test	0.030	0.040
11
12

white hake

White Hake Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
white hake
1	29.302	28.985	Welch Two Sample t-test	0.285	0.000
2	37.468	37.444	Welch Two Sample t-test	0.918	0.183
3	46.815	45.025	Welch Two Sample t-test	0.000	0.000
4	56.689	53.192	Welch Two Sample t-test	0.000	0.000
5	65.240	60.762	Welch Two Sample t-test	0.000	0.001
6	72.718	68.394	Welch Two Sample t-test	0.000	0.188
7	77.986	75.063	Welch Two Sample t-test	0.030	0.614
8	84.373	83.000	Welch Two Sample t-test	0.517	0.113
9	85.773	85.960	Welch Two Sample t-test	0.959	0.774
10	79.500	90.600	Welch Two Sample t-test	0.150	0.181
11
12

windowpane

Windowpane Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
windowpane
1	19.529	15.050	Welch Two Sample t-test	0.000	0.018
2	23.771	22.785	Welch Two Sample t-test	0.013	0.398
3	26.621	25.660	Welch Two Sample t-test	0.038	0.538
4	28.150	27.586	Welch Two Sample t-test	0.285	0.173
5	28.438	28.938	Welch Two Sample t-test	0.422	0.765
6	30.059	30.132	Welch Two Sample t-test	0.909	0.481
7	32.571	30.625	Welch Two Sample t-test	0.065	0.549
8

winter flounder

Winter Flounder Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
winter flounder
1	20.227	19.007	Welch Two Sample t-test	0.000	0.000
2	27.877	26.283	Welch Two Sample t-test	0.000	0.000
3	32.799	30.769	Welch Two Sample t-test	0.000	0.376
4	36.223	34.946	Welch Two Sample t-test	0.000	0.833
5	39.491	37.741	Welch Two Sample t-test	0.000	0.009
6	41.937	39.862	Welch Two Sample t-test	0.000	0.031
7	45.760	40.944	Welch Two Sample t-test	0.000	0.038
8	49.481	42.811	Welch Two Sample t-test	0.000	0.333
9	47.185	43.990	Welch Two Sample t-test	0.045	0.841
10	52.833	45.911	Welch Two Sample t-test	0.044	0.936
11
12
13
14

witch flounder

Witch Flounder Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
witch flounder
1	13.778	14.438	Welch Two Sample t-test	0.074	0.690
2	20.443	22.045	Welch Two Sample t-test	0.000	0.020
3	24.637	26.877	Welch Two Sample t-test	0.000	0.061
4	29.446	30.605	Welch Two Sample t-test	0.000	0.069
5	32.568	33.095	Welch Two Sample t-test	0.001	0.000
6	35.104	35.161	Welch Two Sample t-test	0.750	0.000
7	37.981	37.219	Welch Two Sample t-test	0.000	0.375
8	40.284	39.463	Welch Two Sample t-test	0.003	0.261
9	42.439	42.380	Welch Two Sample t-test	0.874	0.005
10	43.422	42.888	Welch Two Sample t-test	0.329	0.518
11
12
13
14

yellowtail flounder

Yellowtail Flounder Length at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
yellowtail flounder
1	20.935	20.016	Welch Two Sample t-test	0.006	0.008
2	30.081	28.824	Welch Two Sample t-test	0.000	0.116
3	34.767	33.461	Welch Two Sample t-test	0.000	0.057
4	38.490	36.407	Welch Two Sample t-test	0.000	0.809
5	42.019	39.337	Welch Two Sample t-test	0.000	0.006
6	46.039	41.356	Welch Two Sample t-test	0.000	0.000
7	47.604	42.611	Welch Two Sample t-test	0.000	0.020
8	48.667	42.613	Welch Two Sample t-test	0.000	0.014

Weight at Age

1970-2009 & 2010 - 2019

acadian redfish

Acadian Redfish Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
acadian redfish
1	0.004	0.009	Welch Two Sample t-test	0	0.035
2	0.022	0.026	Welch Two Sample t-test	0	0.201
3	0.050	0.058	Welch Two Sample t-test	0	0.000
4	0.092	0.083	Welch Two Sample t-test	0	0.106
5	0.140	0.115	Welch Two Sample t-test	0	0.300
6	0.198	0.151	Welch Two Sample t-test	0	0.000
7	0.249	0.191	Welch Two Sample t-test	0	0.000
8	0.304	0.239	Welch Two Sample t-test	0	0.000
9	0.353	0.286	Welch Two Sample t-test	0	0.000
10	0.382	0.320	Welch Two Sample t-test	0	0.001
11
12
13
14
15

american plaice

American Plaice Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
american plaice
1	0.018	0.020	Welch Two Sample t-test	0	0.002
2	0.055	0.071	Welch Two Sample t-test	0	0.000
3	0.128	0.153	Welch Two Sample t-test	0	0.000
4	0.221	0.251	Welch Two Sample t-test	0	0.000
5	0.352	0.325	Welch Two Sample t-test	0	0.416
6	0.488	0.403	Welch Two Sample t-test	0	0.000
7	0.606	0.464	Welch Two Sample t-test	0	0.000
8	0.759	0.584	Welch Two Sample t-test	0	0.000
9	0.911	0.616	Welch Two Sample t-test	0	0.000
10	1.136	0.688	Welch Two Sample t-test	0	0.000
11
12

atlantic cod

Atlantic Cod Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
atlantic cod
1	0.240	0.261	Welch Two Sample t-test	0.027	0.211
2	0.833	0.771	Welch Two Sample t-test	0.000	0.000
3	1.726	1.548	Welch Two Sample t-test	0.000	0.000
4	2.698	2.358	Welch Two Sample t-test	0.000	0.000
5	3.757	3.437	Welch Two Sample t-test	0.000	0.000
6	4.935	4.457	Welch Two Sample t-test	0.008	0.001
7	6.648	5.456	Welch Two Sample t-test	0.001	0.007
8	8.954	7.043	Welch Two Sample t-test	0.027	0.054
9	11.085	7.279	Welch Two Sample t-test	0.030	0.162
10
11
12

atlantic herring

Atlantic Herring Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
atlantic herring
1	0.014	0.099	Welch Two Sample t-test	0.135	0.000
2	0.041	0.037	Welch Two Sample t-test	0.000	0.000
3	0.084	0.077	Welch Two Sample t-test	0.000	0.010
4	0.118	0.107	Welch Two Sample t-test	0.000	0.000
5	0.146	0.138	Welch Two Sample t-test	0.000	0.000
6	0.169	0.158	Welch Two Sample t-test	0.000	0.000
7	0.186	0.173	Welch Two Sample t-test	0.000	0.000
8	0.203	0.185	Welch Two Sample t-test	0.000	0.000
9	0.216	0.193	Welch Two Sample t-test	0.000	0.000
10	0.221	0.201	Welch Two Sample t-test	0.006	0.009

atlantic mackerel

Atlantic Mackerel Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
atlantic mackerel
1	0.089	0.097	Welch Two Sample t-test	0.000	0.000
2	0.173	0.180	Welch Two Sample t-test	0.000	0.000
3	0.266	0.262	Welch Two Sample t-test	0.125	0.000
4	0.352	0.316	Welch Two Sample t-test	0.000	0.002
5	0.432	0.404	Welch Two Sample t-test	0.021	0.721
6	0.479	0.429	Welch Two Sample t-test	0.175	0.001
7	0.506	0.517	Welch Two Sample t-test	0.744	0.582
8
9
10

black sea bass

Black Sea Bass Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
black sea bass
1	0.058	0.044	Welch Two Sample t-test	0.000	0.005
2	0.163	0.148	Welch Two Sample t-test	0.000	0.611
3	0.343	0.337	Welch Two Sample t-test	0.510	0.415
4	0.603	0.533	Welch Two Sample t-test	0.001	0.000
5	0.813	0.840	Welch Two Sample t-test	0.510	0.083
6	1.231	1.071	Welch Two Sample t-test	0.026	0.198
7	1.503	1.181	Welch Two Sample t-test	0.223	0.006
8	1.094	1.414	Welch Two Sample t-test	0.212	0.446
9	1.409	1.866	Welch Two Sample t-test	0.290	0.592
10

butterfish

Butterfish Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
butterfish
1	0.047	0.047	Welch Two Sample t-test	0.576	0.267
2	0.081	0.087	Welch Two Sample t-test	0.000	0.000
3	0.113	0.111	Welch Two Sample t-test	0.307	0.021
4	0.129	0.126	Welch Two Sample t-test	0.523	0.592
5	0.132	0.142	Welch Two Sample t-test	0.680	0.362
6

haddock

Haddock Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
haddock
1	0.188	0.138	Welch Two Sample t-test	0	0.000
2	0.488	0.346	Welch Two Sample t-test	0	0.000
3	0.854	0.570	Welch Two Sample t-test	0	0.000
4	1.152	0.750	Welch Two Sample t-test	0	0.000
5	1.486	0.953	Welch Two Sample t-test	0	0.000
6	1.666	1.057	Welch Two Sample t-test	0	0.000
7	1.994	1.380	Welch Two Sample t-test	0	0.000
8	2.096	1.447	Welch Two Sample t-test	0	0.000
9	2.304	1.524	Welch Two Sample t-test	0	0.000
10	2.524	1.763	Welch Two Sample t-test	0	0.002

pollock

Pollock Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
pollock
1	0.139	0.182	Welch Two Sample t-test	0.000	0.680
2	0.379	0.399	Welch Two Sample t-test	0.121	0.465
3	0.824	0.666	Welch Two Sample t-test	0.000	0.204
4	1.457	1.131	Welch Two Sample t-test	0.000	0.000
5	2.313	1.779	Welch Two Sample t-test	0.000	0.000
6	3.336	2.405	Welch Two Sample t-test	0.000	0.025
7	4.360	3.123	Welch Two Sample t-test	0.000	0.001
8	4.990	3.826	Welch Two Sample t-test	0.000	0.012
9	5.661	4.060	Welch Two Sample t-test	0.000	0.000
10	6.860	4.908	Welch Two Sample t-test	0.000	0.001
11
12
13
14

red hake

Red Hake Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
red hake
1	0.069	0.033	Welch Two Sample t-test	0.000	0.000
2	0.132	0.108	Welch Two Sample t-test	0.000	0.100
3	0.200	0.167	Welch Two Sample t-test	0.000	0.000
4	0.298	0.239	Welch Two Sample t-test	0.000	0.000
5	0.366	0.330	Welch Two Sample t-test	0.016	0.094
6	0.456	0.396	Welch Two Sample t-test	0.031	0.076
7	0.587	0.463	Welch Two Sample t-test	0.041	0.008
8	0.657	0.517	Welch Two Sample t-test	0.126	0.741
9	0.664	0.598	Welch Two Sample t-test	0.726	0.530
10

scup

Scup Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
scup
1	0.056	0.043	Welch Two Sample t-test	0.000	0.000
2	0.145	0.137	Welch Two Sample t-test	0.039	0.105
3	0.269	0.246	Welch Two Sample t-test	0.005	0.462
4	0.426	0.368	Welch Two Sample t-test	0.000	0.572
5	0.540	0.501	Welch Two Sample t-test	0.057	0.570
6	0.718	0.627	Welch Two Sample t-test	0.022	0.332
7	0.872	0.703	Welch Two Sample t-test	0.034	0.810
8	0.879	0.829	Welch Two Sample t-test	0.413	0.305
9
10
11
12

silver hake

Silver Hake Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
silver hake
1	0.051	0.071	Welch Two Sample t-test	0.000	0.000
2	0.103	0.165	Welch Two Sample t-test	0.000	0.000
3	0.186	0.308	Welch Two Sample t-test	0.000	0.000
4	0.334	0.470	Welch Two Sample t-test	0.000	0.000
5	0.650	0.725	Welch Two Sample t-test	0.017	0.908
6	0.934	0.822	Welch Two Sample t-test	0.246	0.570
7	0.867	1.228	Welch Two Sample t-test	0.165	0.948
8

summer flounder

Summer Flounder Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
summer flounder
1	0.338	0.226	Welch Two Sample t-test	0.000	0.000
2	0.625	0.443	Welch Two Sample t-test	0.000	0.000
3	0.988	0.675	Welch Two Sample t-test	0.000	0.000
4	1.380	1.031	Welch Two Sample t-test	0.000	0.002
5	1.927	1.553	Welch Two Sample t-test	0.000	0.424
6	2.508	2.027	Welch Two Sample t-test	0.000	0.052
7	2.745	2.364	Welch Two Sample t-test	0.021	0.659
8	3.220	2.398	Welch Two Sample t-test	0.000	0.030
9	3.531	2.996	Welch Two Sample t-test	0.158	0.649
10	3.979	3.259	Welch Two Sample t-test	0.082	0.077
11
12

white hake

White Hake Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
white hake
1	0.164	0.200	Welch Two Sample t-test	0.000	0.000
2	0.373	0.430	Welch Two Sample t-test	0.000	0.000
3	0.821	0.787	Welch Two Sample t-test	0.011	0.000
4	1.600	1.315	Welch Two Sample t-test	0.000	0.000
5	2.521	1.930	Welch Two Sample t-test	0.000	0.513
6	3.641	2.826	Welch Two Sample t-test	0.000	0.333
7	4.912	3.814	Welch Two Sample t-test	0.000	0.014
8	6.384	5.409	Welch Two Sample t-test	0.027	0.002
9	6.292	6.167	Welch Two Sample t-test	0.879	0.713
10	6.840	7.359	Welch Two Sample t-test	0.750	0.996
11
12

windowpane

Windowpane Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
windowpane
1	0.082	0.042	Welch Two Sample t-test	0.000	0.963
2	0.151	0.138	Welch Two Sample t-test	0.020	0.378
3	0.210	0.197	Welch Two Sample t-test	0.049	0.141
4	0.258	0.240	Welch Two Sample t-test	0.120	0.147
5	0.260	0.266	Welch Two Sample t-test	0.781	0.024
6	0.287	0.297	Welch Two Sample t-test	0.576	0.430
7	0.339	0.311	Welch Two Sample t-test	0.336	0.756
8

winter flounder

Winter Flounder Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
winter flounder
1	0.120	0.109	Welch Two Sample t-test	0.010	0.000
2	0.287	0.260	Welch Two Sample t-test	0.000	0.870
3	0.481	0.393	Welch Two Sample t-test	0.000	0.000
4	0.649	0.562	Welch Two Sample t-test	0.000	0.000
5	0.850	0.706	Welch Two Sample t-test	0.000	0.000
6	1.009	0.840	Welch Two Sample t-test	0.000	0.000
7	1.309	0.909	Welch Two Sample t-test	0.000	0.000
8	1.632	1.027	Welch Two Sample t-test	0.000	0.000
9	1.502	1.099	Welch Two Sample t-test	0.006	0.158
10	1.812	1.237	Welch Two Sample t-test	0.057	0.787
11
12
13
14

witch flounder

Witch Flounder Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
witch flounder
1	0.015	0.020	Welch Two Sample t-test	0.000	0.000
2	0.043	0.061	Welch Two Sample t-test	0.000	0.000
3	0.083	0.112	Welch Two Sample t-test	0.000	0.000
4	0.149	0.172	Welch Two Sample t-test	0.000	0.000
5	0.217	0.225	Welch Two Sample t-test	0.010	0.000
6	0.283	0.274	Welch Two Sample t-test	0.025	0.001
7	0.369	0.330	Welch Two Sample t-test	0.000	0.083
8	0.443	0.409	Welch Two Sample t-test	0.000	0.524
9	0.542	0.512	Welch Two Sample t-test	0.059	0.181
10	0.600	0.532	Welch Two Sample t-test	0.004	0.055
11
12
13
14

yellowtail flounder

Yellowtail Flounder Weight at Age - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
yellowtail flounder
1	0.099	0.087	Welch Two Sample t-test	0	0.001
2	0.230	0.205	Welch Two Sample t-test	0	0.050
3	0.356	0.313	Welch Two Sample t-test	0	0.000
4	0.490	0.410	Welch Two Sample t-test	0	0.000
5	0.676	0.534	Welch Two Sample t-test	0	0.000
6	0.902	0.622	Welch Two Sample t-test	0	0.000
7	1.004	0.699	Welch Two Sample t-test	0	0.017
8	1.025	0.711	Welch Two Sample t-test	0	0.258

2000-2009 & 2010-2019

acadian redfish

Acadian Redfish Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
acadian redfish
1	0.005	0.009	Welch Two Sample t-test	0.000	0.820
2	0.023	0.026	Welch Two Sample t-test	0.006	0.008
3	0.049	0.058	Welch Two Sample t-test	0.000	0.004
4	0.087	0.083	Welch Two Sample t-test	0.042	0.000
5	0.128	0.115	Welch Two Sample t-test	0.000	0.001
6	0.178	0.151	Welch Two Sample t-test	0.000	0.935
7	0.222	0.191	Welch Two Sample t-test	0.000	0.229
8	0.283	0.239	Welch Two Sample t-test	0.000	0.063
9	0.336	0.286	Welch Two Sample t-test	0.000	0.019
10	0.365	0.320	Welch Two Sample t-test	0.000	0.120
11
12
13
14
15

american plaice

American Plaice Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
american plaice
1	0.014	0.020	Welch Two Sample t-test	0.000	0.000
2	0.047	0.071	Welch Two Sample t-test	0.000	0.000
3	0.110	0.153	Welch Two Sample t-test	0.000	0.000
4	0.190	0.251	Welch Two Sample t-test	0.000	0.000
5	0.308	0.325	Welch Two Sample t-test	0.004	0.000
6	0.416	0.403	Welch Two Sample t-test	0.162	0.137
7	0.534	0.464	Welch Two Sample t-test	0.000	0.004
8	0.655	0.584	Welch Two Sample t-test	0.005	0.713
9	0.788	0.616	Welch Two Sample t-test	0.000	0.002
10	0.984	0.688	Welch Two Sample t-test	0.000	0.065
11
12

atlantic cod

Atlantic Cod Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
atlantic cod
1	0.216	0.261	Welch Two Sample t-test	0.000	0.005
2	0.774	0.771	Welch Two Sample t-test	0.864	0.000
3	1.655	1.548	Welch Two Sample t-test	0.003	0.000
4	2.577	2.358	Welch Two Sample t-test	0.000	0.001
5	3.615	3.437	Welch Two Sample t-test	0.074	0.000
6	4.704	4.457	Welch Two Sample t-test	0.216	0.001
7	6.366	5.456	Welch Two Sample t-test	0.014	0.041
8	9.140	7.043	Welch Two Sample t-test	0.022	0.044
9	11.126	7.279	Welch Two Sample t-test	0.044	0.117
10
11
12

atlantic herring

Atlantic Herring Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
atlantic herring
1	0.012	0.099	Welch Two Sample t-test	0.128	0.000
2	0.043	0.037	Welch Two Sample t-test	0.000	0.000
3	0.085	0.077	Welch Two Sample t-test	0.000	0.065
4	0.116	0.107	Welch Two Sample t-test	0.000	0.001
5	0.142	0.138	Welch Two Sample t-test	0.000	0.518
6	0.162	0.158	Welch Two Sample t-test	0.000	0.000
7	0.180	0.173	Welch Two Sample t-test	0.000	0.000
8	0.195	0.185	Welch Two Sample t-test	0.000	0.000
9	0.211	0.193	Welch Two Sample t-test	0.000	0.005
10	0.217	0.201	Welch Two Sample t-test	0.031	0.014

atlantic mackerel

Atlantic Mackerel Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
atlantic mackerel
1	0.087	0.097	Welch Two Sample t-test	0.000	0.000
2	0.169	0.180	Welch Two Sample t-test	0.000	0.000
3	0.258	0.262	Welch Two Sample t-test	0.197	0.000
4	0.343	0.316	Welch Two Sample t-test	0.000	0.000
5	0.448	0.404	Welch Two Sample t-test	0.003	0.954
6	0.488	0.429	Welch Two Sample t-test	0.127	0.005
7	0.545	0.517	Welch Two Sample t-test	0.521	0.394
8
9
10

black sea bass

Black Sea Bass Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
black sea bass
1	0.054	0.044	Welch Two Sample t-test	0.002	0.075
2	0.162	0.148	Welch Two Sample t-test	0.001	0.810
3	0.362	0.337	Welch Two Sample t-test	0.014	0.043
4	0.633	0.533	Welch Two Sample t-test	0.000	0.000
5	0.827	0.840	Welch Two Sample t-test	0.764	0.067
6	1.253	1.071	Welch Two Sample t-test	0.023	0.137
7	1.503	1.181	Welch Two Sample t-test	0.223	0.006
8
9
10

butterfish

Butterfish Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
butterfish
1	0.044	0.047	Welch Two Sample t-test	0.000	0.195
2	0.077	0.087	Welch Two Sample t-test	0.000	0.002
3	0.109	0.111	Welch Two Sample t-test	0.429	0.427
4	0.128	0.126	Welch Two Sample t-test	0.769	0.664
5	0.132	0.142	Welch Two Sample t-test	0.680	0.362
6

haddock

Haddock Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
haddock
1	0.165	0.138	Welch Two Sample t-test	0	0.000
2	0.423	0.346	Welch Two Sample t-test	0	0.000
3	0.752	0.570	Welch Two Sample t-test	0	0.000
4	1.035	0.750	Welch Two Sample t-test	0	0.000
5	1.358	0.953	Welch Two Sample t-test	0	0.000
6	1.551	1.057	Welch Two Sample t-test	0	0.000
7	1.871	1.380	Welch Two Sample t-test	0	0.000
8	1.896	1.447	Welch Two Sample t-test	0	0.000
9	2.085	1.524	Welch Two Sample t-test	0	0.000
10	2.415	1.763	Welch Two Sample t-test	0	0.014

pollock

Pollock Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
pollock
1	0.151	0.182	Welch Two Sample t-test	0.001	0.374
2	0.384	0.399	Welch Two Sample t-test	0.306	0.302
3	0.829	0.666	Welch Two Sample t-test	0.000	0.198
4	1.518	1.131	Welch Two Sample t-test	0.000	0.002
5	2.280	1.779	Welch Two Sample t-test	0.000	0.006
6	3.215	2.405	Welch Two Sample t-test	0.000	0.023
7	4.191	3.123	Welch Two Sample t-test	0.000	0.004
8	4.920	3.826	Welch Two Sample t-test	0.000	0.021
9	5.348	4.060	Welch Two Sample t-test	0.000	0.001
10	6.894	4.908	Welch Two Sample t-test	0.001	0.001
11
12
13
14

red hake

Red Hake Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
red hake
1	0.072	0.033	Welch Two Sample t-test	0.000	0.000
2	0.141	0.108	Welch Two Sample t-test	0.000	0.016
3	0.232	0.167	Welch Two Sample t-test	0.000	0.001
4	0.412	0.239	Welch Two Sample t-test	0.000	0.080
5	0.408	0.330	Welch Two Sample t-test	0.017	0.249
6	0.302	0.396	Welch Two Sample t-test	0.027	0.255
7
8
9
10

scup

Scup Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
scup
1	0.054	0.043	Welch Two Sample t-test	0.000	0.000
2	0.138	0.137	Welch Two Sample t-test	0.857	0.100
3	0.264	0.246	Welch Two Sample t-test	0.037	0.494
4	0.428	0.368	Welch Two Sample t-test	0.000	0.839
5	0.539	0.501	Welch Two Sample t-test	0.070	0.637
6	0.718	0.627	Welch Two Sample t-test	0.022	0.332
7	0.872	0.703	Welch Two Sample t-test	0.034	0.810
8	0.879	0.829	Welch Two Sample t-test	0.413	0.305
9
10
11
12

silver hake

Silver Hake Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
silver hake
1	0.055	0.071	Welch Two Sample t-test	0.000	0.000
2	0.103	0.165	Welch Two Sample t-test	0.000	0.000
3	0.182	0.308	Welch Two Sample t-test	0.000	0.000
4	0.336	0.470	Welch Two Sample t-test	0.000	0.000
5	0.651	0.725	Welch Two Sample t-test	0.064	0.769
6	0.869	0.822	Welch Two Sample t-test	0.734	0.094
7	0.824	1.228	Welch Two Sample t-test	0.183	0.879
8

summer flounder

Summer Flounder Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
summer flounder
1	0.328	0.226	Welch Two Sample t-test	0.000	0.000
2	0.614	0.443	Welch Two Sample t-test	0.000	0.000
3	0.966	0.675	Welch Two Sample t-test	0.000	0.000
4	1.364	1.031	Welch Two Sample t-test	0.000	0.017
5	1.896	1.553	Welch Two Sample t-test	0.000	0.025
6	2.490	2.027	Welch Two Sample t-test	0.000	0.038
7	2.706	2.364	Welch Two Sample t-test	0.035	0.514
8	3.220	2.398	Welch Two Sample t-test	0.000	0.030
9	3.531	2.996	Welch Two Sample t-test	0.158	0.649
10	3.979	3.259	Welch Two Sample t-test	0.082	0.077
11
12

white hake

White Hake Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
white hake
1	0.195	0.200	Welch Two Sample t-test	0.372	0.210
2	0.426	0.430	Welch Two Sample t-test	0.689	0.628
3	0.859	0.787	Welch Two Sample t-test	0.000	0.490
4	1.515	1.315	Welch Two Sample t-test	0.000	0.000
5	2.340	1.930	Welch Two Sample t-test	0.000	0.819
6	3.315	2.826	Welch Two Sample t-test	0.000	0.775
7	4.289	3.814	Welch Two Sample t-test	0.067	0.156
8	5.728	5.409	Welch Two Sample t-test	0.493	0.010
9	6.036	6.167	Welch Two Sample t-test	0.877	0.866
10	4.769	7.359	Welch Two Sample t-test	0.106	0.274
11
12

windowpane

Windowpane Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
windowpane
1	0.084	0.042	Welch Two Sample t-test	0.000	0.051
2	0.140	0.138	Welch Two Sample t-test	0.749	0.450
3	0.201	0.197	Welch Two Sample t-test	0.709	0.956
4	0.238	0.240	Welch Two Sample t-test	0.871	0.053
5	0.239	0.266	Welch Two Sample t-test	0.113	0.813
6	0.276	0.297	Welch Two Sample t-test	0.235	0.155
7	0.339	0.311	Welch Two Sample t-test	0.336	0.756
8

winter flounder

Winter Flounder Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
winter flounder
1	0.115	0.109	Welch Two Sample t-test	0.204	0.000
2	0.289	0.260	Welch Two Sample t-test	0.000	0.274
3	0.473	0.393	Welch Two Sample t-test	0.000	0.000
4	0.635	0.562	Welch Two Sample t-test	0.000	0.000
5	0.841	0.706	Welch Two Sample t-test	0.000	0.000
6	1.001	0.840	Welch Two Sample t-test	0.000	0.000
7	1.282	0.909	Welch Two Sample t-test	0.000	0.000
8	1.621	1.027	Welch Two Sample t-test	0.000	0.000
9	1.421	1.099	Welch Two Sample t-test	0.043	0.148
10	1.812	1.237	Welch Two Sample t-test	0.057	0.787
11
12
13
14

witch flounder

Witch Flounder Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
witch flounder
1	0.015	0.020	Welch Two Sample t-test	0.000	0.133
2	0.045	0.061	Welch Two Sample t-test	0.000	0.000
3	0.082	0.112	Welch Two Sample t-test	0.000	0.000
4	0.145	0.172	Welch Two Sample t-test	0.000	0.000
5	0.204	0.225	Welch Two Sample t-test	0.000	0.000
6	0.264	0.274	Welch Two Sample t-test	0.037	0.000
7	0.346	0.330	Welch Two Sample t-test	0.012	0.732
8	0.419	0.409	Welch Two Sample t-test	0.248	0.438
9	0.497	0.512	Welch Two Sample t-test	0.283	0.001
10	0.554	0.532	Welch Two Sample t-test	0.348	0.656
11
12
13
14

yellowtail flounder

Yellowtail Flounder Weight at Age - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
yellowtail flounder
1	0.094	0.087	Welch Two Sample t-test	0.045	0.126
2	0.236	0.205	Welch Two Sample t-test	0.000	0.001
3	0.361	0.313	Welch Two Sample t-test	0.000	0.000
4	0.509	0.410	Welch Two Sample t-test	0.000	0.000
5	0.680	0.534	Welch Two Sample t-test	0.000	0.044
6	0.915	0.622	Welch Two Sample t-test	0.000	0.020
7	1.004	0.699	Welch Two Sample t-test	0.000	0.767
8	1.092	0.711	Welch Two Sample t-test	0.000	0.655

Condition Factor at Age

1970-2009 & 2010 - 2019

acadian redfish

Acadian Redfish Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
acadian redfish
1	1.138	1.294	Welch Two Sample t-test	0.000	0.000
2	1.332	1.426	Welch Two Sample t-test	0.000	0.005
3	1.419	1.456	Welch Two Sample t-test	0.002	0.121
4	1.459	1.493	Welch Two Sample t-test	0.000	0.084
5	1.514	1.498	Welch Two Sample t-test	0.047	0.009
6	1.547	1.515	Welch Two Sample t-test	0.000	0.163
7	1.558	1.516	Welch Two Sample t-test	0.000	0.858
8	1.575	1.534	Welch Two Sample t-test	0.000	0.495
9	1.569	1.552	Welch Two Sample t-test	0.103	0.038
10	1.564	1.551	Welch Two Sample t-test	0.200	0.334
11
12
13
14
15

american plaice

American Plaice Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
american plaice
1	0.619	0.645	Welch Two Sample t-test	0.000	0.608
2	0.669	0.707	Welch Two Sample t-test	0.000	0.015
3	0.727	0.759	Welch Two Sample t-test	0.000	0.000
4	0.771	0.800	Welch Two Sample t-test	0.000	0.000
5	0.818	0.817	Welch Two Sample t-test	0.654	0.160
6	0.851	0.836	Welch Two Sample t-test	0.001	0.350
7	0.863	0.855	Welch Two Sample t-test	0.218	0.417
8	0.878	0.883	Welch Two Sample t-test	0.626	0.316
9	0.896	0.887	Welch Two Sample t-test	0.514	0.188
10	0.916	0.891	Welch Two Sample t-test	0.185	0.638
11
12

atlantic cod

Atlantic Cod Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
atlantic cod
1	0.910	0.939	Welch Two Sample t-test	0.000	0.096
2	0.971	0.971	Welch Two Sample t-test	0.993	0.013
3	0.986	0.975	Welch Two Sample t-test	0.002	0.647
4	0.981	0.968	Welch Two Sample t-test	0.001	0.048
5	0.978	0.986	Welch Two Sample t-test	0.176	0.549
6	0.971	0.988	Welch Two Sample t-test	0.100	0.370
7	1.002	0.967	Welch Two Sample t-test	0.063	0.857
8	1.020	0.998	Welch Two Sample t-test	0.517	0.089
9	1.013	1.096	Welch Two Sample t-test	0.214	0.957
10
11
12

atlantic herring

Atlantic Herring Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
atlantic herring
1	0.604	6.832	Welch Two Sample t-test	0.145	0.000
2	0.810	0.815	Welch Two Sample t-test	0.323	0.000
3	0.860	0.864	Welch Two Sample t-test	0.177	0.019
4	0.873	0.867	Welch Two Sample t-test	0.058	0.000
5	0.872	0.871	Welch Two Sample t-test	0.745	0.043
6	0.871	0.871	Welch Two Sample t-test	0.872	0.362
7	0.873	0.874	Welch Two Sample t-test	0.759	0.000
8	0.873	0.869	Welch Two Sample t-test	0.524	0.000
9	0.880	0.863	Welch Two Sample t-test	0.186	0.081
10	0.871	0.917	Welch Two Sample t-test	0.089	0.151

atlantic mackerel

Atlantic Mackerel Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
atlantic mackerel
1	0.817	0.840	Welch Two Sample t-test	0.000	0.122
2	0.856	0.880	Welch Two Sample t-test	0.000	0.000
3	0.904	0.928	Welch Two Sample t-test	0.000	0.000
4	0.944	0.950	Welch Two Sample t-test	0.491	0.002
5	0.987	0.984	Welch Two Sample t-test	0.856	0.124
6	1.003	1.004	Welch Two Sample t-test	0.994	0.000
7	1.000	0.982	Welch Two Sample t-test	0.799	0.799
8
9
10

black sea bass

Black Sea Bass Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
black sea bass
1	1.323	1.304	Welch Two Sample t-test	0.243	0.239
2	1.375	1.372	Welch Two Sample t-test	0.759	0.031
3	1.352	1.327	Welch Two Sample t-test	0.005	0.097
4	1.317	1.289	Welch Two Sample t-test	0.020	0.397
5	1.337	1.295	Welch Two Sample t-test	0.051	0.519
6	1.278	1.224	Welch Two Sample t-test	0.070	0.429
7	1.252	1.171	Welch Two Sample t-test	0.083	0.098
8	1.278	1.261	Welch Two Sample t-test	0.609	0.051
9	1.314	1.268	Welch Two Sample t-test	0.551	0.079
10

butterfish

Butterfish Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
butterfish
1	1.817	1.823	Welch Two Sample t-test	0.484	0.000
2	1.967	1.978	Welch Two Sample t-test	0.218	0.296
3	1.972	1.971	Welch Two Sample t-test	0.945	0.922
4	1.982	1.927	Welch Two Sample t-test	0.121	0.036
5	2.058	2.041	Welch Two Sample t-test	0.883	0.995
6

haddock

Haddock Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
haddock
1	0.933	0.940	Welch Two Sample t-test	0.025	0.000
2	0.968	0.982	Welch Two Sample t-test	0.000	0.020
3	0.989	0.987	Welch Two Sample t-test	0.431	0.000
4	0.994	0.969	Welch Two Sample t-test	0.000	0.000
5	0.999	0.984	Welch Two Sample t-test	0.000	0.674
6	0.999	0.973	Welch Two Sample t-test	0.000	0.321
7	1.001	0.941	Welch Two Sample t-test	0.000	0.930
8	1.004	0.948	Welch Two Sample t-test	0.000	0.581
9	1.010	0.945	Welch Two Sample t-test	0.000	0.666
10	1.018	0.973	Welch Two Sample t-test	0.015	0.204

pollock

Pollock Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
pollock
1	0.956	0.999	Welch Two Sample t-test	0.000	0.740
2	1.028	1.038	Welch Two Sample t-test	0.189	0.100
3	1.064	1.035	Welch Two Sample t-test	0.015	0.000
4	1.061	1.035	Welch Two Sample t-test	0.001	0.706
5	1.058	1.023	Welch Two Sample t-test	0.000	0.011
6	1.053	1.010	Welch Two Sample t-test	0.000	0.071
7	1.042	1.001	Welch Two Sample t-test	0.001	0.288
8	1.022	1.011	Welch Two Sample t-test	0.467	0.154
9	1.040	0.996	Welch Two Sample t-test	0.074	0.083
10	1.029	1.013	Welch Two Sample t-test	0.612	0.398
11
12
13
14

red hake

Red Hake Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
red hake
1	0.580	0.557	Welch Two Sample t-test	0.003	0.000
2	0.583	0.599	Welch Two Sample t-test	0.003	0.047
3	0.601	0.603	Welch Two Sample t-test	0.525	0.135
4	0.626	0.625	Welch Two Sample t-test	0.918	0.918
5	0.634	0.642	Welch Two Sample t-test	0.190	0.012
6	0.668	0.651	Welch Two Sample t-test	0.128	0.182
7	0.685	0.665	Welch Two Sample t-test	0.301	0.592
8	0.639	0.667	Welch Two Sample t-test	0.629	0.104
9	0.642	0.683	Welch Two Sample t-test	0.514	0.492
10

scup

Scup Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
scup
1	1.926	1.880	Welch Two Sample t-test	0.008	0.340
2	2.103	2.067	Welch Two Sample t-test	0.024	0.957
3	2.158	2.125	Welch Two Sample t-test	0.090	0.979
4	2.232	2.202	Welch Two Sample t-test	0.243	0.160
5	2.279	2.231	Welch Two Sample t-test	0.123	0.108
6	2.307	2.211	Welch Two Sample t-test	0.054	0.761
7	2.275	2.281	Welch Two Sample t-test	0.948	0.922
8	2.179	2.198	Welch Two Sample t-test	0.687	0.108
9
10
11
12

silver hake

Silver Hake Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
silver hake
1	0.604	0.628	Welch Two Sample t-test	0.000	0.000
2	0.615	0.656	Welch Two Sample t-test	0.000	0.000
3	0.646	0.699	Welch Two Sample t-test	0.000	0.371
4	0.690	0.722	Welch Two Sample t-test	0.000	0.733
5	0.748	0.772	Welch Two Sample t-test	0.002	0.015
6	0.756	0.761	Welch Two Sample t-test	0.771	0.091
7	0.738	0.809	Welch Two Sample t-test	0.074	0.376
8

summer flounder

Summer Flounder Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
summer flounder
1	0.942	0.899	Welch Two Sample t-test	0.000	0.000
2	0.980	0.950	Welch Two Sample t-test	0.000	0.175
3	1.012	0.979	Welch Two Sample t-test	0.000	0.000
4	1.050	1.017	Welch Two Sample t-test	0.000	0.047
5	1.091	1.054	Welch Two Sample t-test	0.000	0.724
6	1.125	1.095	Welch Two Sample t-test	0.005	0.057
7	1.100	1.116	Welch Two Sample t-test	0.304	0.381
8	1.174	1.098	Welch Two Sample t-test	0.015	0.455
9	1.161	1.156	Welch Two Sample t-test	0.916	0.172
10	1.165	1.137	Welch Two Sample t-test	0.422	0.230
11
12

white hake

White Hake Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
white hake
1	0.666	0.691	Welch Two Sample t-test	0.000	0.495
2	0.711	0.723	Welch Two Sample t-test	0.000	0.208
3	0.766	0.756	Welch Two Sample t-test	0.001	0.000
4	0.797	0.782	Welch Two Sample t-test	0.000	0.005
5	0.820	0.800	Welch Two Sample t-test	0.000	0.256
6	0.851	0.837	Welch Two Sample t-test	0.083	0.766
7	0.877	0.860	Welch Two Sample t-test	0.209	0.054
8	0.904	0.905	Welch Two Sample t-test	0.949	0.029
9	0.898	0.909	Welch Two Sample t-test	0.694	0.157
10	0.897	0.903	Welch Two Sample t-test	0.913	0.348
11
12

windowpane

Windowpane Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
windowpane
1	1.084	1.116	Welch Two Sample t-test	0.154	0.536
2	1.055	1.143	Welch Two Sample t-test	0.000	0.974
3	1.053	1.135	Welch Two Sample t-test	0.000	0.492
4	1.067	1.114	Welch Two Sample t-test	0.006	0.198
5	1.032	1.083	Welch Two Sample t-test	0.093	0.481
6	1.005	1.069	Welch Two Sample t-test	0.025	0.348
7	0.974	1.074	Welch Two Sample t-test	0.016	0.059
8

winter flounder

Winter Flounder Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
winter flounder
1	1.192	1.166	Welch Two Sample t-test	0.002	0.113
2	1.215	1.202	Welch Two Sample t-test	0.009	0.000
3	1.225	1.186	Welch Two Sample t-test	0.000	0.001
4	1.222	1.185	Welch Two Sample t-test	0.000	0.377
5	1.237	1.197	Welch Two Sample t-test	0.000	0.369
6	1.229	1.206	Welch Two Sample t-test	0.017	0.041
7	1.230	1.207	Welch Two Sample t-test	0.116	0.807
8	1.243	1.205	Welch Two Sample t-test	0.084	0.520
9	1.253	1.178	Welch Two Sample t-test	0.042	0.323
10	1.198	1.201	Welch Two Sample t-test	0.961	0.668
11
12
13
14

witch flounder

Witch Flounder Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
witch flounder
1	0.462	0.466	Welch Two Sample t-test	0.567	0.000
2	0.494	0.518	Welch Two Sample t-test	0.000	0.933
3	0.517	0.548	Welch Two Sample t-test	0.000	0.000
4	0.548	0.573	Welch Two Sample t-test	0.000	0.136
5	0.575	0.586	Welch Two Sample t-test	0.000	0.000
6	0.592	0.595	Welch Two Sample t-test	0.192	0.348
7	0.611	0.608	Welch Two Sample t-test	0.361	0.125
8	0.620	0.634	Welch Two Sample t-test	0.002	0.726
9	0.639	0.643	Welch Two Sample t-test	0.492	0.784
10	0.655	0.643	Welch Two Sample t-test	0.139	0.461
11
12
13
14

yellowtail flounder

Yellowtail Flounder Fultons K - Two-Sample Test
Comparison of 1970-2009 & 2010-2019 Data
	mean1970_2009	mean2010_2019	method	p.value	bartlett_p
yellowtail flounder
1	0.832	0.816	Welch Two Sample t-test	0.070	0.000
2	0.837	0.807	Welch Two Sample t-test	0.000	0.000
3	0.851	0.805	Welch Two Sample t-test	0.000	0.007
4	0.883	0.825	Welch Two Sample t-test	0.000	0.000
5	0.926	0.855	Welch Two Sample t-test	0.000	0.000
6	0.962	0.870	Welch Two Sample t-test	0.000	0.100
7	0.940	0.895	Welch Two Sample t-test	0.025	0.813
8	0.956	0.909	Welch Two Sample t-test	0.248	0.818

2000-2009 & 2010-2019

acadian redfish

Acadian Redfish Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
acadian redfish
1	1.100	1.294	Welch Two Sample t-test	0.000	0.001
2	1.297	1.426	Welch Two Sample t-test	0.000	0.016
3	1.382	1.456	Welch Two Sample t-test	0.000	0.083
4	1.415	1.493	Welch Two Sample t-test	0.000	0.041
5	1.472	1.498	Welch Two Sample t-test	0.004	0.105
6	1.512	1.515	Welch Two Sample t-test	0.760	0.841
7	1.526	1.516	Welch Two Sample t-test	0.260	0.178
8	1.559	1.534	Welch Two Sample t-test	0.009	0.882
9	1.543	1.552	Welch Two Sample t-test	0.380	0.331
10	1.550	1.551	Welch Two Sample t-test	0.947	0.579
11
12
13
14
15

american plaice

American Plaice Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
american plaice
1	0.576	0.645	Welch Two Sample t-test	0.000	0.000
2	0.637	0.707	Welch Two Sample t-test	0.000	0.659
3	0.697	0.759	Welch Two Sample t-test	0.000	0.000
4	0.741	0.800	Welch Two Sample t-test	0.000	0.000
5	0.789	0.817	Welch Two Sample t-test	0.000	0.000
6	0.816	0.836	Welch Two Sample t-test	0.000	0.086
7	0.841	0.855	Welch Two Sample t-test	0.048	0.514
8	0.852	0.883	Welch Two Sample t-test	0.003	0.098
9	0.872	0.887	Welch Two Sample t-test	0.313	0.682
10	0.888	0.891	Welch Two Sample t-test	0.874	0.575
11
12

atlantic cod

Atlantic Cod Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
atlantic cod
1	0.894	0.939	Welch Two Sample t-test	0.000	0.037
2	0.959	0.971	Welch Two Sample t-test	0.002	0.034
3	0.975	0.975	Welch Two Sample t-test	0.900	0.614
4	0.971	0.968	Welch Two Sample t-test	0.498	0.021
5	0.963	0.986	Welch Two Sample t-test	0.000	0.865
6	0.960	0.988	Welch Two Sample t-test	0.013	0.267
7	1.003	0.967	Welch Two Sample t-test	0.078	0.654
8	1.028	0.998	Welch Two Sample t-test	0.407	0.056
9	1.018	1.096	Welch Two Sample t-test	0.260	0.752
10
11
12

atlantic herring

Atlantic Herring Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
atlantic herring
1	0.535	6.832	Welch Two Sample t-test	0.141	0.000
2	0.796	0.815	Welch Two Sample t-test	0.000	0.000
3	0.860	0.864	Welch Two Sample t-test	0.205	0.267
4	0.875	0.867	Welch Two Sample t-test	0.015	0.001
5	0.873	0.871	Welch Two Sample t-test	0.617	0.516
6	0.870	0.871	Welch Two Sample t-test	0.903	0.495
7	0.863	0.874	Welch Two Sample t-test	0.026	0.154
8	0.868	0.869	Welch Two Sample t-test	0.865	0.016
9	0.876	0.863	Welch Two Sample t-test	0.331	0.235
10	0.874	0.917	Welch Two Sample t-test	0.110	0.197

atlantic mackerel

Atlantic Mackerel Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
atlantic mackerel
1	0.801	0.840	Welch Two Sample t-test	0.000	0.509
2	0.844	0.880	Welch Two Sample t-test	0.000	0.000
3	0.895	0.928	Welch Two Sample t-test	0.000	0.000
4	0.929	0.950	Welch Two Sample t-test	0.013	0.000
5	0.987	0.984	Welch Two Sample t-test	0.857	0.278
6	1.002	1.004	Welch Two Sample t-test	0.970	0.000
7	1.022	0.982	Welch Two Sample t-test	0.595	0.348
8
9
10

black sea bass

Black Sea Bass Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
black sea bass
1	1.304	1.304	Welch Two Sample t-test	0.994	0.708
2	1.359	1.372	Welch Two Sample t-test	0.122	0.350
3	1.340	1.327	Welch Two Sample t-test	0.200	0.036
4	1.315	1.289	Welch Two Sample t-test	0.044	0.283
5	1.332	1.295	Welch Two Sample t-test	0.088	0.854
6	1.259	1.224	Welch Two Sample t-test	0.253	0.559
7	1.252	1.171	Welch Two Sample t-test	0.083	0.098
8
9
10

butterfish

Butterfish Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
butterfish
1	1.749	1.823	Welch Two Sample t-test	0.000	0.000
2	1.905	1.978	Welch Two Sample t-test	0.000	0.941
3	1.906	1.971	Welch Two Sample t-test	0.000	0.061
4	1.966	1.927	Welch Two Sample t-test	0.294	0.035
5	2.058	2.041	Welch Two Sample t-test	0.883	0.995
6

haddock

Haddock Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
haddock
1	0.897	0.940	Welch Two Sample t-test	0.00	0.050
2	0.949	0.982	Welch Two Sample t-test	0.00	0.881
3	0.974	0.987	Welch Two Sample t-test	0.00	0.000
4	0.982	0.969	Welch Two Sample t-test	0.00	0.000
5	0.988	0.984	Welch Two Sample t-test	0.31	0.515
6	0.991	0.973	Welch Two Sample t-test	0.00	0.310
7	0.996	0.941	Welch Two Sample t-test	0.00	0.700
8	0.994	0.948	Welch Two Sample t-test	0.00	0.674
9	1.001	0.945	Welch Two Sample t-test	0.00	0.523
10	1.013	0.973	Welch Two Sample t-test	0.04	0.347

pollock

Pollock Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
pollock
1	0.945	0.999	Welch Two Sample t-test	0.000	0.695
2	1.010	1.038	Welch Two Sample t-test	0.002	0.044
3	1.039	1.035	Welch Two Sample t-test	0.672	0.302
4	1.054	1.035	Welch Two Sample t-test	0.043	0.413
5	1.049	1.023	Welch Two Sample t-test	0.006	0.483
6	1.034	1.010	Welch Two Sample t-test	0.023	0.104
7	1.022	1.001	Welch Two Sample t-test	0.091	0.632
8	1.024	1.011	Welch Two Sample t-test	0.376	0.883
9	1.031	0.996	Welch Two Sample t-test	0.193	0.043
10	1.028	1.013	Welch Two Sample t-test	0.683	0.204
11
12
13
14

red hake

Red Hake Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
red hake
1	0.576	0.557	Welch Two Sample t-test	0.030	0.000
2	0.570	0.599	Welch Two Sample t-test	0.000	0.007
3	0.602	0.603	Welch Two Sample t-test	0.758	0.193
4	0.636	0.625	Welch Two Sample t-test	0.218	0.099
5	0.623	0.642	Welch Two Sample t-test	0.167	0.717
6	0.642	0.651	Welch Two Sample t-test	0.666	0.890
7
8
9
10

scup

Scup Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
scup
1	1.888	1.880	Welch Two Sample t-test	0.656	0.324
2	2.040	2.067	Welch Two Sample t-test	0.134	0.363
3	2.132	2.125	Welch Two Sample t-test	0.707	0.073
4	2.215	2.202	Welch Two Sample t-test	0.627	0.047
5	2.283	2.231	Welch Two Sample t-test	0.100	0.117
6	2.307	2.211	Welch Two Sample t-test	0.054	0.761
7	2.275	2.281	Welch Two Sample t-test	0.948	0.922
8	2.179	2.198	Welch Two Sample t-test	0.687	0.108
9
10
11
12

silver hake

Silver Hake Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
silver hake
1	0.601	0.628	Welch Two Sample t-test	0.000	0.000
2	0.605	0.656	Welch Two Sample t-test	0.000	0.000
3	0.636	0.699	Welch Two Sample t-test	0.000	0.021
4	0.685	0.722	Welch Two Sample t-test	0.000	0.423
5	0.742	0.772	Welch Two Sample t-test	0.002	0.041
6	0.741	0.761	Welch Two Sample t-test	0.315	0.302
7	0.748	0.809	Welch Two Sample t-test	0.158	0.479
8

summer flounder

Summer Flounder Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
summer flounder
1	0.930	0.899	Welch Two Sample t-test	0.000	0.525
2	0.972	0.950	Welch Two Sample t-test	0.000	0.063
3	1.007	0.979	Welch Two Sample t-test	0.000	0.002
4	1.048	1.017	Welch Two Sample t-test	0.000	0.112
5	1.088	1.054	Welch Two Sample t-test	0.000	0.450
6	1.120	1.095	Welch Two Sample t-test	0.021	0.056
7	1.098	1.116	Welch Two Sample t-test	0.245	0.376
8	1.174	1.098	Welch Two Sample t-test	0.015	0.455
9	1.161	1.156	Welch Two Sample t-test	0.916	0.172
10	1.165	1.137	Welch Two Sample t-test	0.422	0.230
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12

white hake

White Hake Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
white hake
1	0.663	0.691	Welch Two Sample t-test	0.000	0.098
2	0.713	0.723	Welch Two Sample t-test	0.009	0.003
3	0.752	0.756	Welch Two Sample t-test	0.398	0.464
4	0.778	0.782	Welch Two Sample t-test	0.425	0.106
5	0.803	0.800	Welch Two Sample t-test	0.586	0.945
6	0.826	0.837	Welch Two Sample t-test	0.265	0.121
7	0.850	0.860	Welch Two Sample t-test	0.464	0.845
8	0.880	0.905	Welch Two Sample t-test	0.194	0.567
9	0.893	0.909	Welch Two Sample t-test	0.592	0.220
10	0.878	0.903	Welch Two Sample t-test	0.667	0.546
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12

windowpane

Windowpane Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
windowpane
1	1.129	1.116	Welch Two Sample t-test	0.768	0.027
2	1.020	1.143	Welch Two Sample t-test	0.000	0.593
3	1.044	1.135	Welch Two Sample t-test	0.000	0.497
4	1.053	1.114	Welch Two Sample t-test	0.002	0.019
5	1.027	1.083	Welch Two Sample t-test	0.086	0.813
6	1.006	1.069	Welch Two Sample t-test	0.042	0.495
7	0.974	1.074	Welch Two Sample t-test	0.016	0.059
8

winter flounder

Winter Flounder Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
winter flounder
1	1.172	1.166	Welch Two Sample t-test	0.526	0.224
2	1.194	1.202	Welch Two Sample t-test	0.131	0.000
3	1.205	1.186	Welch Two Sample t-test	0.000	0.012
4	1.201	1.185	Welch Two Sample t-test	0.009	0.131
5	1.225	1.197	Welch Two Sample t-test	0.001	0.107
6	1.218	1.206	Welch Two Sample t-test	0.243	0.015
7	1.213	1.207	Welch Two Sample t-test	0.689	0.702
8	1.239	1.205	Welch Two Sample t-test	0.151	0.660
9	1.261	1.178	Welch Two Sample t-test	0.047	0.209
10	1.198	1.201	Welch Two Sample t-test	0.961	0.668
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12
13
14

witch flounder

Witch Flounder Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
witch flounder
1	0.434	0.466	Welch Two Sample t-test	0.001	0.000
2	0.488	0.518	Welch Two Sample t-test	0.000	0.735
3	0.509	0.548	Welch Two Sample t-test	0.000	0.592
4	0.540	0.573	Welch Two Sample t-test	0.000	0.036
5	0.566	0.586	Welch Two Sample t-test	0.000	0.000
6	0.584	0.595	Welch Two Sample t-test	0.000	0.361
7	0.603	0.608	Welch Two Sample t-test	0.111	0.029
8	0.614	0.634	Welch Two Sample t-test	0.000	0.796
9	0.629	0.643	Welch Two Sample t-test	0.028	0.364
10	0.649	0.643	Welch Two Sample t-test	0.535	0.267
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12
13
14

yellowtail flounder

Yellowtail Flounder Fultons K - Two-Sample Test
Comparison of 2000-2009 & 2010-2019 Data
	mean2000_2009	mean2010_2019	method	p.value	bartlett_p
yellowtail flounder
1	0.806	0.816	Welch Two Sample t-test	0.275	0.000
2	0.818	0.807	Welch Two Sample t-test	0.000	0.296
3	0.829	0.805	Welch Two Sample t-test	0.000	0.350
4	0.863	0.825	Welch Two Sample t-test	0.000	0.000
5	0.902	0.855	Welch Two Sample t-test	0.000	0.001
6	0.932	0.870	Welch Two Sample t-test	0.001	0.706
7	0.930	0.895	Welch Two Sample t-test	0.084	0.292
8	0.942	0.909	Welch Two Sample t-test	0.425	0.975